Restricted boltzmann machinepekerjaan

...frameworks or cloud services you plan to use (AWS, Azure, GCP, Supabase, etc.). Acceptance criteria 1. I can ingest a sample CSV file and see it land in the database, transformed to the agreed schema, within one click or command. 2. Query response times stay under two seconds for datasets up to 1 M rows. 3. Role-based permissions prevent an unauthorised user from querying or exporting restricted tables. 4. Documentation covers setup, deployment, and routine maintenance in plain language. If this sounds like a challenge you can run with, tell me how you’d architect it, which tools you’d pick, and a realistic timeline for MVP delivery....

saya butuh sekitar 16ribu gambar dengan 4 jenis mobil ( sedan, suv, mpv, dan bus ). masing" kurang lebih 4000 tiap jenisnya. ukuran gambar harus fix 448 x 448. objek mobil tidak boleh terpotong, objek mobil minimal 50% dari keseluruhan gambar. setelah gambar buatkan annotationnya yang merupakan bounding box keberadaan object. format annotation mengikuti pasval voc. berbentuk xml. boleh menggunakan tools sendiri. atau menggunakan tools yg saya sediakan. cttn: jika tidak sanggup 16rb data bs nego, mungkin 4000 data saja per org yg mana berarti sy butuh 4 org. trims

Saya Ahli di bahasa pemrograman java ,php,c#,matlab,phyton, web programming codeigniter (mengutamakan erp) dan machine learning

I have a set of time-stamped observations and I need a robust machine-learning solution that can forecast future values with solid accuracy. The end goal is an automated prediction/forecasting model that I can retrain as new data arrives and easily integrate into a larger Python pipeline. Here’s what I need from you: • Exploratory analysis of the raw time-series data, spotting seasonality, trends, and anomalies. • Thoughtful feature engineering (lags, rolling stats, calendar effects, exogenous variables if useful). • Model selection and training – I’m open to traditional approaches such as ARIMA/Prophet as well as more advanced architectures like Gradient Boosting or LSTM; choose what performs best and explain why. • Rigorous evaluation ...

I have a single hash that was exported from a password manager. I’m unsure of the exact algorithm it uses—only that it originates from that application—so step one will be identifying the hash type, then recovering the underlying plaintext. Everything needs to run smoothly on a Linux machine, so please rely on tools that work natively there (Hashcat, John the Ripper, or similar). What I need from you • Perform the crack / decryption and provide the recovered string in clear text. • Supply a brief write-up or script so I can reproduce the process on my own Linux box if ever needed again. I’ll test the result on delivery by feeding the plaintext back into the manager and confirming the match, so accuracy is critical. Let me know which tools you ...

...reliably decide whether someone is merely holding a phone or actively using it. The prototype must process the video stream in real time, recognise the presence of a smartphone, then look for behavioural cues—hand placement, posture and, ideally, gaze direction—to confirm active usage. Whenever the model judges that the phone is being used, it should trigger an audible or visible alarm on the host machine instantly; no other logging or alert channels are required for this first iteration. I am happy for you to choose your preferred computer-vision stack (e.g. OpenCV, MediaPipe, PyTorch, TensorFlow, ONNX) as long as the end result runs on a typical workstation without specialised hardware. Pre-trained networks are welcome, but please include any fine-tuning scrip...

I’m looking for a straightforward, cloud-hosted space where my team can upload, store, and exchange documents without exposing anything publicly. Every file must stay invisible unless the owner explicitly grants access to selected users, and authentication will rely solely on a classic email-and-password workflow. Core needs • Smooth upload/download of PDFs, DOCX, XLSX, PPT, and similar formats • Invite-only sharing—no public links; only the people I name can see or retrieve a file or folder • Responsive web interface that works just as well on a phone as on a laptop • Password reset, change-password, and basic profile management built in • Admin view to track users, review storage consumption, and revoke or grant access instantly Tech g...

...then shares the right service package, all while drawing on an already-prepared knowledge base to answer follow-up questions. The moment a lead proposes an exact date or asks something outside the predefined scope, the conversation must be handed over to a human without losing context. You will be building a hybrid system: clear rule-based steps for qualification and escalation, reinforced by machine-learning NLP so the agent understands free-form questions and keeps the tone friendly and on-brand. All data gathered in the chat has to flow straight into our CRM, and any outgoing email (quotes, confirmations, package JPGs) should be triggered seamlessly from the same workflow. Social channels can stay out of scope for now. Deliverables I expect: • Fully functional AI agent ...

...iterate without friction. Your task is to guide me through—or remotely handle—the full setup of the required editors, debuggers, linters, and any auxiliary tooling the project relies on, making sure everything is correctly linked to the repo. I’m comfortable following terminal instructions, so please document each step or automate it with a script where practical; the goal is that I can wipe the machine tomorrow, rerun your steps, and be productive again. Ideally you have already configured this exact Expensify stack on Linux before, understand its node, React Native, and Electron pieces, and can spot pitfalls unique to Ubuntu (permissions, package versions, path quirks). Once complete, I should be able to: • open the project and run yarn/npm install wit...

I need a detailed CNC-ready design for a small metal disc that will act as a machine part inside one of our assemblies. The core requirement is precision: the profile, hole pattern, and thickness all have to meet tight tolerances so the disc drops straight into an existing housing with no post-machining tweaks. Here is what I am expecting from you: • A fully dimensioned 3D CAD model (STEP or IGES) • Manufacturing drawings with critical tolerances called out • CAM data or G-code that can run on a standard 3-axis mill or lathe Material, cutter, and setup suggestions are welcome as long as they support repeatable accuracy. Surface finish is less important than getting the dimensions perfect, but feel free to recommend tweaks that could improve both if it doesn&r...

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I own a set of industrial-grade fans and want a clear picture of their current condition as quickly as possible. The job centres on a single spectrum vibration analysis that will reveal any bearing, alignment or balance issues. From that data I expect a concise machine health report and a short-term monitoring plan I can follow month by month. Deliverables I need from you: • One FFT spectrum analysis file (raw and processed) • A written health report explaining detected faults, severity and recommended fixes • A template or brief guide for monthly condition-monitoring reviews I can perform myself You are free to use the vibration tools you prefer (e.g., VibXpert, Emerson CSI, SKF Microlog, MATLAB) as long as your output is compatible with common formats such...

I'm seeking a detailed 3D technical blueprint for a woodworking workshop. The blueprint will be used primarily as a technical reference. The layout must include: - Machine placement - Workbenches and tables Ideal skills and experience: - Proficiency in 3D modeling software (e.g., AutoCAD, SketchUp) - Experience in creating technical blueprints - Knowledge of woodworking workshop layouts

**Project Title:** Machine Learning Model to Analyze Price Behaviour Around Moving Average (Forex – XAUUSD) **Project Description:** We are building a quantitative research project focused on understanding and modeling **price behaviour around a Moving Average** using machine learning techniques. The objective is to develop a **statistical/ML model that can estimate the probability and confidence of price movement relative to a moving average**. This project is specifically focused on **XAUUSD (Gold) in the Forex market**, using **1-minute historical data**. The key requirement is that the **model must analyze price dynamics strictly around the Moving Average**, without relying on additional technical indicators such as RSI, MACD, Bollinger Bands, etc. We want to u...

I’m finalising an academic paper and need a short-list of fresh, publishable ideas in Artificial Intelligence, Machine Learning or Deep Learning. The goal is to walk away with several concrete topics—each practical enough for a semester-length implementation in Python yet still offering a genuine research gap I can highlight as my own contribution. Here’s what I expect to receive: • 3–5 clearly worded research topics, phrased as potential paper titles. • For every topic, a crisp explanation of what makes it novel in light of recent literature. Cite the gap or twist that turns it from a replication study into new work. • A brief outline of the methodology: suggested datasets, baseline models (e.g., CNNs, Transformers, LSTMs, or classic sci...

I have high...need to source license-free or stock images that fit the angle and resolution of my base photos. • Retouch any surrounding elements (pavement lines, signage, reflections) so the additions blend perfectly. • Deliver layered PSD files plus flattened, print-ready JPEGs suitable for a landlord presentation deck. Acceptance criteria – Trucks sit exactly in the marked bays without overlapping restricted areas. – Color balance and shadows are consistent with the original lighting. – Final output holds up at 200% zoom—no jagged edges or giveaway halos. If you’re confident in traditional Photoshop techniques (masking, warp, color-grading, dodge & burn) and can turn this around quickly, I’d love to see a couple of por...

...transaction data. • Create (or adjust) the objects, fields, and flows that will store and display those transactions in Lightning pages. • Set up error handling, governor-limit safeguards, and simple logging so I can maintain the code after you leave. I already have the Ramp API keys, OAuth details, and full documentation ready to share on the call. No credentials for my org will leave my machine; everything happens while I mirror the IDE to you. Acceptance criteria – Successful callout retrieving sample transaction data from Ramp and saving it to the designated custom object. – Visible list view or Lightning component that shows those transactions alongside related Salesforce records. – Clean, commented Apex code handed over before the s...

...asset can be saved as a snapshot and pushed to new sub-accounts without rework. – Keep styling modular: global sections, reusable rows, and custom CSS/SaaS variables that can be tweaked from one place. – Funnel and website versions should both exist; automations (email/SMS, abandoned cart, post-purchase) can be stubbed for now but must include clear trigger points so they slot into the larger “machine” later. – Code snippets, custom scripts, or API calls should be documented inline and in a short hand-off doc. Acceptance criteria 1. Three site templates (store, portfolio, blog) live in my snapshot library. 2. Test sub-account publishes each site with no broken links or console errors. 3. Stripe test transaction succeeds from product page...

...track down a past eBay Motors listing for an aircraft (called a Glasair 1RG, it may be misspelled as 'Glassair') that was posted roughly during January, February and March of 2023. It was damaged in a gear-up landing. I know the make and model but have no screenshots, seller name, or other clues. Your task is to dig through any available eBay archives, third-party tools such as the Wayback Machine, Terapeak, WorthPoint, or similar research resources and return proof that the listing existed. What I expect as final deliverables: • A working URL (live or archived) to the exact listing, or a captured HTML/PDF copy if the page is no longer online • The date range during which the listing was active and any price or bid data you can recover • Screens...

I need a resourceful researcher who can identify genuine business leads in Italy’s finance sector and present their company d...Italian data and two matching columns for the English version. Accuracy in spelling, accents and street formatting is essential; I will spot-check against public registries. Acceptance criteria: • Minimum 100 unique finance companies based in Italy • No duplicates, no generic P.O. boxes; full street addresses only • Consistent two-language formatting for every row • File passes a quick machine-translation back-check without major discrepancies If you are fluent in Italian, comfortable sifting through Italian business directories and can translate precisely into natural-sounding English, I look forward to seeing your sampl...

...Your role is to integrate those assets, code the pages, wire up basic navigation, and make sure each game loads smoothly inside the game page without external dependencies. Acceptance will be based on: 1. Pixel-accurate match to my layouts in the latest Chrome, Firefox, and Edge 2. Seamless transitions between the three pages 3. Each game running at a stable 60 fps on an average desktop machine 4. Clean, well-commented source files I can maintain on my own If this fits your skill set, let’s discuss timelines and milestones so we can get started right away....

I’m building a single, stand-alone slot machine in Unity that feels right at home on a Las Vegas casino floor. The look must be unmistakably premium: high-resolution symbols, fluid 60 FPS reel animations, tasteful particle VFX and shader-driven light sweeps—nothing less than top-tier “high quality” visuals. The theme is classic casino, so I expect glossy chrome frames, rich reds and golds, and an authentic ambient glow that instantly says “real money gaming.” Core gameplay revolves around a solid, mathematically sound backend. I need a provably random spin engine with configurable RTP, a secure pay-table system, and a robust state manager that survives app suspends or network hiccups. Multipliers are the signature feature for this build; they mus...

...track down a past eBay Motors listing for an aircraft (called a Glasair 1RG, it may be misspelled as 'Glassair') that was posted roughly during January, February and March of 2023. It was damaged in a gear-up landing. I know the make and model but have no screenshots, seller name, or other clues. Your task is to dig through any available eBay archives, third-party tools such as the Wayback Machine, Terapeak, WorthPoint, or similar research resources and return proof that the listing existed. What I expect as final deliverables: • A working URL (live or archived) to the exact listing, or a captured HTML/PDF copy if the page is no longer online • The date range during which the listing was active and any price or bid data you can recover • Screens...

...Separate WC ($1.17text{ m}^2$): Independent of the main bathroom. 3. Key Design Requirements A. Acoustic Insulation (Critical) The Northern Wall of the apartment must be designed with professional-grade acoustic insulation. I am looking for solutions that provide maximum soundproofing with minimal thickness to save floor space. B. The Utility Concept I need a clever way to hide the washing machine, dryer, and cleaning supplies. The preferred location is the $5.62text{ m}^2$ hallway, integrated into custom floor-to-ceiling cabinetry that looks like a standard wall or closet. C. Visual Expansion Use a consistent flooring material  light wood … throughout to unify the space. Implement "invisible" storage (handle-less, wall-colored cabinets). Maximize...

...or revise our product listings to dial in to the Shopify system so it’s more user-friendly, promotes more after-sales suggestions, and has better descriptions and pictures. Basically, make our site prettier and more user-friendly to increase sales conversions. When designing the website, implement a feature that automatically suggests upselling opportunities upon user purchase of a package or machine. The system should offer complementary items such as extra batteries or accessories at a discounted rate, enhancing the overall customer experience and potential sales. IMPORTANT NOTE: We don't want to take our site down. Please work on it offline until the theme is ready and tested. If ready, update the theme between 11 AM and 1 PM IST. Nice, please remember we need a ...

...modules must be built as independent microservices using: Python FastAPI Docker Required architecture includes: • asynchronous queue using BullMQ and Redis • independent workers for each module • Docker containers • deployment on AWS ECS or equivalent • timeout handling • idempotency control • logging and monitoring 7. Certified Vehicle Marketplace The platform must include a marketplace restricted to certified vehicles. Required functionality: • vehicle listing creation • automatic linking to certification reports • filters by certification type • filters by vehicle integrity score • “AI Certified” badge • dashboards for buyers and sellers • transaction history All marketplace transactions ...

...Christian doctrine and produces singable verses, choruses, and bridges. • Music-composition engine that outputs chord progressions, arrangement, and tempo-synced MIDI or audio stems. • Vocal-synthesis component capable of clear, soulful gospel timbre (male or female voice options are a bonus). • Simple UI or command-line interface, plus setup instructions so I can replicate results on my own machine. I can test with sample prompts such as “Psalm 23 in a mid-tempo urban groove” or “Traditional quartet style on the theme of grace,” and I will consider the project complete when each prompt returns a coherent, uplifting song with minimal manual tweaking. If you have experience with tools like GPT-based lyric models, Magenta, MusicLM, RV...

I need a robust arc-suppression circuit engineered specifically for my RF welding machine. The goal is simple and non-negotiable: stop destructive arcing before it reaches the generator or matching network, protecting the entire system from costly downtime and repairs. Key points you should know up front • Purpose: prevention of equipment damage only—operator safety circuits are handled elsewhere. • Architecture: solid-state components throughout; no relays or mechanical contacts. • Ratings: I will share the operating voltage and current range once we start, so your design must be adaptable within those limits. What I expect to receive 1. Schematic with clearly labeled protection stages (detection, quench, reset). 2. Bill of materials with manufac...

...part drawings into production-ready code for cutting metal in the ¼"–½" range. All work is for steel and stainless only—no plastics or wood—so your settings, pierce routines, and kerf offsets must reflect that. Parts arrive as DXF/SolidWorks files and are already dimension-checked; what I’m missing is the clean, efficiently nested NC program that will let my operators load it straight onto the machine and start cutting. I’m on a tight timeline and would like the first set of programs ASAP, ideally within the next day or two, with a short feedback loop for any tweaks. Deliverables • Amada-compatible NC code (M/N files) for each part number • Nest layouts (if multiple parts per sheet) in PDF or native format &b...

I have a fashion-focused website that sells clothing, and I need every product description translated from English into natural, persuasive Spanish that feels written for native shoppers. The tone should stay consistent with the brand—friendly, trend-aware, and clear about sizing, materials, and care instructions—while making sure nothing sounds like a literal, machine-style conversion. The content lives in our CMS, but I can export all descriptions into a spreadsheet or Word file, whichever is easier for you to work with. When you return the translations, please keep the original formatting, headings, and any HTML tags intact so the text can drop straight back into the site without extra cleanup. Accuracy, style, and a bit of sales flair matter more to me than sheer s...

Need tgood tutors for data science and computer science for large number number of tasks only indvial tutors no agencies and middle man

I need a precise, full-featured 3D model of a robot in AutoCAD. This is a mechanical design task, not architectural or electrical, and I’m after more than a basic outline or a set of flat drawings—I want complete solid models that can be rotated, sectioned, and dimensioned for manufacturing. I will supply hand sketches, reference photos, and key dimensions as soon as we start. Your job is to convert that information into native DWG solids accurate to the tolerances I provide. If you prefer to draft in Inventor, SolidWorks, or Fusion 360 first and then export, that’s fine, as long as the final delivery is a clean, well-layered AutoCAD file with no missing features. Deliverables: • Editable AutoCAD DWG file(s) containing the full 3D geometry • A neutral STEP o...

I had NordVPN running smoothly on my new Ubuntu laptop for the first few days, but after tweaking some network settings on the machine the VPN refuses to reconnect. I would like someone to: • diagnose what I changed in Ubuntu’s network stack that is blocking NordVPN, • put those settings back into a clean, working state (command-line or NetworkManager), • verify that my home router is forwarding traffic or configured correctly so the VPN handshake is not being blocked, and • give me a short walkthrough so I understand how to avoid breaking things again. The job covers both the laptop and the router. We can work over a screen-share or SSH, whichever you prefer, as long as you explain each step. Experience with Ubuntu 22.04, NordVPN CLI/App, iptables ...

Overview:** We are seeking a highly experienced Stripe Compliance Consultant to assist our business in successfully passing the **Identity Verification (KYC)** process. Our account is currently [pending verification / under review / restricted], and we need an expert who understands Stripe’s internal requirements to ensure all documentation is submitted correctly. **Key Responsibilities:** * Review our current business structure and documentation (ID, Proof of Address, Business Registration). * Provide guidance on Stripe's specific compliance standards to avoid common triggers or rejections. * Assist in drafting professional responses to Stripe’s risk or compliance team if additional information is requested. * Ensure all submitted data aligns perfectly with Strip...

I have a 10-page declaration for an immigration appeal that has already been drafted in English and machine-translated into Thai with Microsoft CoPilot. What I now need is a bilingual individual who speaks both languages fluently to read the document aloud in Thai for the applicant during a short video or phone conference (Zoom, Teams, or similar) and then issue the following statement on letterhead or a simple signed PDF: “My name is _______. I hereby certify that I am fluent in English and Thai and that I accurately and completely translated the foregoing declaration in Thai for the applicant before he signed it.” Because the declaration is straightforward, only a basic familiarity with legal terminology is necessary. The live session should take no more than an hour...

...realtime dan data histori produksi**. Tujuan dari proyek ini adalah membuat **dashboard monitoring produksi yang modern, jelas, dan mudah dibaca**, yang dapat digunakan pada layar komputer atau monitor di area produksi. --- **Sumber Data** Dashboard akan mengambil data dari dua sumber: 1. **MQTT (melalui Node-RED)** * Digunakan untuk menerima data **realtime** * Contoh data: * machine status * production count * reject count * OEE value 2. **Database SQLite** * Menyimpan **data histori produksi** * Digunakan untuk menampilkan grafik trend dan laporan --- **Fitur Dashboard** Dashboard yang dibuat diharapkan memiliki fitur berikut: 1. **Informasi Mesin** * Nama atau ID mesin * Produk yang sedang diproduksi * Cycle time * Tar...

...raw textures, carbon fiber, and mechanical precision. Duration: 30 Seconds. Format: 16:9 (Main reveal) + 9:16 (Social media cut). Scope of Work Logo Transformation: Create seamless, AI-driven transitions (morphing or structural reconstruction) between the legacy logos and the new Carbon X emblem. Atmospheric Storytelling: Use AI video tools (e.g., Runway Gen-3, Luma Dream Machine, or Kling) to generate "industrial-luxe" environments—think 3D blueprints, robotic precision, and rugged fabric textures. The "Titan" Spirit: Subtly incorporate the essence of our "Titan" (Slim Fit) philosophy—precision engineering and a sharp, modern silhouette. Sound Design: Intense, industrial soundscape with a rhythmic mechanica...

...code (either as inline comments or markdown cells if you prefer to work in a notebook before exporting). • Transfer the final answers, charts, and code snippets into a neatly formatted Word document so the assignment is submission-ready—one section per question. I will consider the work complete when all five questions are correctly answered, the Python code executes without errors on my machine, and the Word file clearly shows the extracted data, intermediate steps, and final solutions....

...GeoDesic Core Solutions. See: And Softaculous' Dolphin Social Networking and Dating Site. Specific Feature Requests: We want it to be based off of the features of Geodesic Solutions classifieds software. It should have an image gallery, be able to switch between different gallery layouts, should be multi-languages, be available in all countries, have restricted access areas - only available to those over 18 and any adult pictures must not be viewable on the homepage or the website, only except when you go to that person's profile. It should have third-party integrations, such as Add-Ons: Account Balance, Attention Getters, Enterprise Pricing Tokens (to be used by people who want to reply to ads), Featured Levels Mobile API Sharing Site Stats Social

Need developer to connect Arburg injection machines via OPC-UA or Euromap to database. Goal: capture cycle time machine status production count dashboard OEE

...click a button, and see the command output returned in a text field. What's needed: 1. Install Developer Studio on our remote Windows machine via RDP 2. Connect Developer Studio to our AR Server 3. Create: - 1 custom form (4 fields + 1 button) - 1 active link (button click trigger) - 1 filter (Run Process with output capture using @@ and $PROCESS$) - Administrator-only permissions 4. Test and verify it works 5. Export .def backup of all created objects Work environment: - You will connect to our Windows host via RDP/VNC (credentials will be provided) - You are responsible for downloading and installing Developer Studio on the remote machine - AR Server connection details will be provided (hostname, port 46262, admin credentials) Requirements:...

I need a results-driven Instagram marketer to turn my profile into a steady enquiry machine. The entire effort will revolve around one channel—Instagram—so every tactic, post, reel, story, ad, and DM sequence you propose should be optimised purely for that platform and for one clear metric: qualified leads. Here is what I’m after: • A clear strategy outlining how we move strangers from discovery to enquiry. • A compelling content calendar that blends organic posts, reels, stories, and (when appropriate) paid promotions, all tailored to trigger direct messages, form submissions, or phone calls. • Creative asset production or direction (captions, visuals, hooks, and CTAs) developed with lead generation in mind. • Ongoing optimisation: tra...

PCB DESIGN with these or better components placement Processor & Memory Main SoC NXP iMX8M Plus — Quad Cortex-A53 1.8GHz + Cortex-M7 800MHz Safety MCU TI TMS570LS3137 — dual-core lockstep Cortex-R4F, SIL-2 certified Diag FPGA Lattice MachXO3LF-9400 — in-situ verification logic, <2ms latency RAM 4 GB LPDDR4, ECC enabled, 1600 MT/s Flash 32GB eMMC 5.1 (AES-256-XTS) + 128MB QSPI NOR boot Wireless MCU ESP32-S3 co-processor (Wi-Fi 6) Sensor Specifications Temperature PT1000 ±0.05°C (primary), DS18B20 ±0.5°C (backup), NTC (tertiary). Range: −40 to +150°C Humidity SHT45 ±1.0%RH + HDC3020 ±1.5%RH. Range: 0–100%RH, 0–85°C Pressure MS5837-02BA 0–2bar ±0.05%FS + MS5837-30BA 0–30bar (secondary) L...

...raw textures, carbon fiber, and mechanical precision. Duration: 30 Seconds. Format: 16:9 (Main reveal) + 9:16 (Social media cut). Scope of Work Logo Transformation: Create seamless, AI-driven transitions (morphing or structural reconstruction) between the legacy logos and the new Carbon X emblem. Atmospheric Storytelling: Use AI video tools (e.g., Runway Gen-3, Luma Dream Machine, or Kling) to generate "industrial-luxe" environments—think 3D blueprints, robotic precision, and rugged fabric textures. The "Titan" Spirit: Subtly incorporate the essence of our "Titan" (Slim Fit) philosophy—precision engineering and a sharp, modern silhouette. Sound Design: Intense, industrial soundscape with a rhythmic mechanica...

...Driving Decisions with Data: The BMW Sales Analytics Dashboard Luxury brands don't just sell products; they sell experiences. But behind every premium experience is a massive engine of data. I’ve built a comprehensive BMW Sales Dashboard in Power BI to analyze how one of the world’s most iconic automotive brands performs across different markets. This project isn't just about the "Ultimate Driving Machine"—it’s about the Ultimate Data Insights. Key Insights Captured: Model Performance: Identifying which series (3 Series, X5, i7) is leading the revenue charts. Regional Deep-Dive: Mapping sales distribution across global territories to spot emerging markets. Engine Type Trends: Analyzing the shift from traditional Internal Combustio...

I need a full architecture and layout for an advanced, multi-sensor PCB that will regulate heating, cooling and humidity inside a pharmaceutical machine. The board must interface with temperature, humidity and proximity sensors as standard, while leaving room for additional inputs such as light, pressure, water-level and high/low-voltage detectors. All sensing channels have to support automatic failure detection so the system can trigger the right alarm—heater, compressor, open door, over/under temperature, over/under voltage, pressure deviation—without user intervention. On the connectivity side I want both wired and wireless options: LAN, USB, CAN-Bus and RS-485 for plant integration, plus a wireless link for cloud dashboards. A capable processor with dedicated RAM an...

...beyond résumé collection; I expect you to map the talent market, approach passive candidates, and put each engineer through a rigorous, engineering-grade screening process that proves they can architect, build, and ship production-ready models. You’ll have direct access to our hiring manager for calibration, but I’ll rely on you to: • Draft or refine the job brief so it resonates with seasoned machine-learning specialists. • Identify talent across LinkedIn Recruiter, GitHub, Kaggle, and relevant Slack/Discord communities, then run personalised outreach campaigns. • Conduct first-round technical screens (code reviews, project deep dives, whiteboard sessions or Codility/HackerRank tasks—whatever best surfaces real skills). &bul...

We are looking for an experienced ecommerce media buyer to help generate consistent sales for our direct-to-consumer brand RexChems. RexChems is a research-use-only peptide ...and managing Meta (Facebook/Instagram) ad campaigns • Building conversion-focused traffic funnels • Testing ad creatives, audiences, and targeting • Optimizing campaigns for conversions and ROAS • Scaling winning campaigns Ideal experience: • Ecommerce media buying • Meta Ads / paid social expertise • Proven results generating revenue for ecommerce brands • Experience working with regulated or restricted niches is a plus Goal: Build a profitable paid traffic system that consistently generates conversions and scales revenue. We are looking for someone reliable who can...

Need help debugging what is going wrong with my CNC machining on a Makera Carvera. I am trying to machine a keyring and I have a few issues: 1) I'm getting scratches down the bottom of the model, I think from the finishing step 2) I'm not sure if my selection of bits is correct for what I'm trying to do, I'm using a 3mm flat end metal for roughing then a 1mm ball nose for finishing, its resulting in a 130MB+ file which is taking many hours to upload to the machine and the quality coming out isn't amazing 3) Down the center line of the keyring I'm getting a flat section which I'm certain is the roughing depth which I'm setting to between 0.1mm and 0.3mm, the higher I set it the worse it gets, it seems the finishing pass isn't going...

...switch cleanly without "stuttering" or mixed states? * [ ] **Dimming:** Is the transition smooth, soft and in an typically excepted speed (no jumping)? * [ ] **Remote Test:** Does control via HA app work reliably over 5G/LTE? --- ## 5. UI/UX & Multi-User * **Android Tablet:** Kiosk-mode dashboard with large tiles for scenes. * **User Levels:** 1 Admin account, up to 3 resident accounts with restricted rights (Dashboard access only). * **Sharing:** Scenes managed centrally in HA and synced across all devices (Tablets/Phones). --- ## 6. Documentation & Handover The freelancer will provide upon completion: 1. **Entity List:** Overview of all names and groups. 2. **Quick Guide:** Instructions on how the resident can adjust time windows/brightness (Helper menu...