Reverse Engineer Data

@LiveExperts

Hello, As an experienced computer engineer and data scientist, I have all the necessary skills to successfully complete your project on time and within budget. My expertise in symbolic regression, deep learning, system identification, and black-box modeling specifically aligns with your project requirements. Utilizing my knowledge of Pine Script v6, I can guarantee you a precise and data-driven implementation of your desired indicators, as evidenced by our track record of producing work with a correlation level of 1. With over a decade long experience at Live Experts®, I have gained valuable insights and hands-on competency in various software development languages including the ones required for this project – Matlab & Mathematica, Python, Java, C/C++, C#, Arduino, Raspberry pi, cloud computing and more. These proficiencies enable me to skillfully transform any idea into reality while keeping your satisfaction as our top priority. Aside from my technical competence, I believe that clear communication is vital in ensuring that I am understood correctly throughout the project lifecycle. I pledge to provide well-commented Pine Script V6 code alongside detailed notes explaining every aspect of my methodology. Collaborating with you every step of the way, I will leverage my Python and deep learning skills for an exact reproduction of your series using the datasets you supply. My friends here at Live Experts® and I are eagerly waiting t Thanks!

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@Mahihassi

As an accomplished electrical engineer specializing in embedded systems, I possess the unique skills you require for this Pine Script project. My expertise in system identification and black-box modeling for trading indicators aligns perfectly with your needs for symbolic regression. Additionally, I have a master's degree that furthers my understanding of complex computations and mathematical modeling, further enhanced by my proficiency with MATLAB and python. Beyond productive coding, I deliver an organized approach to documentation. You can expect clear and concise notes that transparently explain my methodology and depict the implemented parameters. I understand the crucial need for accurate test results in your line of work, as such every script I develop will be subject to rigorous verification steps guaranteeing correlation = 1 with your target series. In conclusion, choosing me for this project ensures access to not just a coder, but an industry professional well-versed at the intersection of mathematics, machine learning, and algorithm design. With my deep knowledge in Pine Script v6 indicators tied with robust experience in microcontrollers like Arduino utilized in trading indicators, success is imminent. Let's get started on delivering superior Pine Script solutions to meet your data-driven needs!

@sdqtrades

Upon reading your project requirements and all provided details, I am super-confident in my trading development skills and years of experience (especially with pine script indicator/strategy/study for Tradingview platform) to develop this trading tool as you described. # NDA - All your ideas are 100% confidential. # Intellectual Property - You have full ownership of the software and source code. # Fast and Quality delivery. We shall communicate much better on your project when you open a chat with me. Eni O.

@Feriver

Hi there, I’m submitting a bid for your project and would love to offer my professional services. With my experience, I’m confident in delivering high-quality results tailored to your project requirements. Feel free to message me to discuss the full scope and budget. View my Freelancer portfolio and client reviews: https://www.freelancer.com/u/Feriver Looking forward to connecting with you. Best regards, Asif Nawaz

@Ahmedh058

Hi there, I'm Ahmed Hassan, a Senior Full-Stack Engineer based in California with over 15 years of hands-on experience in web and mobile application development. After reviewing your job posting, I’m confident that my background aligns closely with your project requirements and enough qualified for your project - Pine Script v6 Indicator Development. I’ve successfully delivered SIMILAR projects in previous roles—both as a senior developer and project manager—ensuring secure, scalable, and user-friendly systems tailored to business goals. I’d love the opportunity to discuss how I can contribute to your project’s success. Looking forward to connecting. Best regards, Ahmed Hassan

@RabailFarrukh

Dear Client, I am a skilled Machine Learning expert with extensive experience in developing advanced AI solutions. I am excited about the opportunity to integrate cutting-edge AI capabilities into your project to create intelligent solutions. My expertise in Machine Learning, Python, and data analysis align perfectly with the requirements of your project. I am confident that I can deliver high-quality results that meet your expectations. I look forward to discussing the details of your project further and collaborating to bring your vision to life. Best regards,

@yuliussmayoru

Hi, I can build your two Pine Script v6 indicators so they reproduce your target series exactly. The approach is to use symbolic regression to derive clear formulas from your datasets, then implement them in Pine with clean, maintainable code. I’ll make sure the scripts are fully commented, no repaint, and optimized for TradingView’s environment. To guarantee correlation = 1, I’ll handle data alignment carefully (timestamps, gaps, scaling) and verify with overlays so results are indistinguishable from your screenshots. I’ll also provide method notes describing the formulas, parameters, and logic in plain terms so everything is transparent. Possible issues like dataset mismatches, rounding quirks, or bar shifts will be accounted for, so the final indicators are reliable. My focus is always on solid software architecture—scalable, maintainable, and accurate. You’ll get code and documentation you can trust. With a 100 job success score and consistent reliability, I’ll make sure delivery is smooth and to the point. Thanks, Yulius Mayoru

@Ekarthaan

Hi kariannegagnonRo, I recently completed a similar project successfully and I can show you that as a sample. With your project requirements in mind, I'd like to understand more about your datasets and the specific output you're looking to achieve. Have you done any preliminary testing to narrow down the potential formulas for the indicators? Also, have you considered incorporating any additional variables or parameters to enhance the accuracy of the model? Based on my extensive experience in symbolic regression and modeling for trading indicators, I suggest starting by conducting a thorough analysis of the datasets to identify any patterns or trends that could inform the formulation of the explicit formulas. Additionally, considering the data-driven nature of the project, utilizing advanced regression techniques such as genetic programming could help in deriving complex yet precise formulas that accurately replicate the target output. Once the formulas are derived, I recommend implementing the Pine Script v6 code in a modular and well-commented manner to ensure clarity and maintainability. By structuring the code in a systematic way, it will not only facilitate easy debugging but also enable future modifications or enhancements as needed. In summary, by leveraging the insights obtained from the datasets and employing best practices in symbolic regression and Pine Script coding, I am confident in My portfolio is uploaded here and on my website. Best Regards, Sid

@mykhaylob4

✋ Hi there. I can reverse engineer your Pine Script v6 indicators to match your target series exactly. ✔️ I have experience with symbolic regression, system identification, and implementing trading indicators in Pine Script. Previously, I derived formulas from exported datasets to reproduce indicator outputs with full accuracy and clear, commented code. ✔️ For your project, I will analyze your datasets and screenshots, perform symbolic regression to derive the underlying formulas, and implement them in Pine Script v6. Each script will be fully commented and designed to match your series with perfect correlation. ✔️ I will also provide concise method notes explaining the approach, parameters, and any assumptions made. Let’s chat so I can review your datasets and plan the implementation to ensure precise replication. Best regards, Mykhaylo

@vorasiddh4it

Hello kariannegagnonRo, We specialize in AI-driven financial modeling & Pine Script v6 development, currently delivering solutions that combine symbolic regression, deep learning, and reverse-engineering techniques to derive exact formulas from datasets and replicate indicator outputs with correlation = 1. ✅ Core Techniques & Tools: ➡️ Symbolic regression & formula discovery using Genetic Programming + AI-based equation fitting ➡️ Precise model calibration to replicate target series using scikit-learn, TensorFlow, and custom optimizers ➡️ Pine Script v6 implementation with exact function replication ➡️ Automated testing pipeline for correlation verification & visual matching ➡️ Integration of exported datasets and screenshots for accurate indicator recreation ✅ Relevant Projects: ➡️ AI-Based Indicator Replication — Reverse-engineered trading signals into Pine Script with 100% series matching ➡️ Symbolic Regression Engine — Developed a Python tool for discovering closed-form formulas from datasets ➡️ Multi-Asset Signal Generator — Built Pine v6 strategies integrating deep learning for precise market timing ✅ With 12+ years of experience in active work in symbolic regression, we can deliver tested Pine Script indicators that exactly match your datasets with correlation = 1. Note: I can share a demo where we’ve successfully reverse-engineered a trading indicator to reproduce its outputs with 100% accuracy?

@GameOfWords

⚠ NO PAYMENT UNLESS YOU'RE SATISFIED ⚠ I can take your exported datasets and screenshots, run symbolic regression/model fitting to derive explicit formulas, and then implement them in Pine Script v6 so the indicator outputs reproduce your series with a correlation of 1. The delivery will include fully commented Pine scripts, exact formulas, and brief method notes so you understand the approach and parameter choices. To confirm scope—do you want me to provide the symbolic regression workflow itself (so you can reuse it on future datasets) or only the final Pine Script formulas that perfectly match your current target series?

@MQamar123

As a seasoned software developer with comprehensive experience spread across various domains, including AI and trading indicators, I firmly believe I have the skills needed to tackle your project. My background in symbolic regression, deep learning, and system identification puts me ahead of competitors when it comes to solving complex problems such as the one you have at hand. Indeed, I align strongly with your emphasis on meeting client expectations as that is paramount to me too. So given my depth of skills in your project area and my unwavering commitment to producing high-quality work, choosing me means selecting a freelancer dedicated to converting your vision into reality while adhering strictly to the specifications stated.

@mayankinnovative

Hello, I can deliver two data-driven Pine Script v6 indicators that exactly reproduce your provided series using symbolic regression and model-fitting. My focus will be on deriving closed-form formulas that replicate the behavior of your exported datasets and screenshots with correlation = 1, ensuring results are visually indistinguishable and mathematically precise. Approach: Import and analyze your datasets to extract patterns and functional dependencies. Apply symbolic regression / system identification to derive explicit formulas. Verify candidate models across all test datasets until perfect correlation is achieved. Translate the final models into clean, commented Pine Script v6 indicators, optimized for TradingView. Provide concise method notes explaining formulas, parameters, and how they were derived, so you can validate and maintain them. Deliverables: 2 Pine Script v6 indicators with exact formulas. Fully commented code for clarity and maintenance. Methodology notes describing regression and parameter choices. Verification on your test datasets (correlation = 1). With my background in quantitative modeling, deep learning, and trading systems, I’m confident I can meet your strict acceptance criteria. I can start immediately and ensure you get production-ready, validated Pine Script code tailored to your datasets. Best Regards

@topcreator100

Hello, As a Full Stack Java and Cross-Platform Developer, I pride myself in delivering high-speed, user-friendly, and 100% complete solutions that leave my clients fully-satisfied with the results. I hold a degree in Computer Science and have honed my skills in Symbolic Regression, Deep Learning, System Identification, and Black-box Modeling - all key competencies for your Pine Script v6 Indicator Development. Over the years, I've developed a strong understanding of data-driven implementation which is essential for effectively using your exported datasets on your indicators. My experience also extends to model-fitting problems like yours, where despite the complexity, I never fail to derive explicit formulas and implement them into functioning code. With Pine Script v6 indicators, precision is vital which is why I can assure you a correlation of 1 against your target series on all test files. My thorough testing process will ensure faithful reproduction of the provided output series. I'm meticulous with my coding, so you can expect clear and highly commented Pine code that will make it easy for you to understand my approach and parameters used. Let's produce an excellent project! Thanks!

@maksymh31

Hello Karianne, I am excited to offer my expertise in developing Pine Script v6 indicators tailored to your requirements. With a strong background in symbolic regression and data analysis, I can derive explicit formulas from your datasets and implement them to accurately reproduce your desired outputs. My approach will involve careful analysis of your exported datasets and screenshots to ensure that the final scripts yield a correlation of 1 against your target series. I will also provide well-commented Pine code along with method notes that detail the parameters and approach used in the implementation. I understand the importance of precision in this task, and I'm committed to delivering code that meets your acceptance criteria. Let’s work together to achieve the results you need! Can you provide more details about the datasets and specific features you would like the indicators to focus on? Thanks, MAKSYM

@kreativesol

Hey there, Good day! ✅ Can you share the exported datasets + target screenshots, and confirm if both indicators must be **purely formulaic** (no lookahead/repainting) on Pine v6? I’ll reverse-engineer the series via symbolic regression, lock exact formulas, and deliver clean, commented Pine v6 scripts that match with corr = 1. * Build a constrained search space (operators, lags, smoothing) to guarantee identifiability. * Cross-verify on your test files, then hard-code final closed-form equations in Pine. * Add a visual overlay + numeric correlation checker for instant validation in TradingView. Samples will be provided upon request. I’m experienced with symbolic regression/model fitting for trading indicators and have shipped similar exact-match Pine solutions before. Thanks and Regards, Abdul Basit Kreative Solutions

@housetech

Dear Sir, I hope you are doing well and read my proposal carefully. – Objective ✩ Reverse‑engineer two indicators from your datasets/screenshots via data‑driven symbolic regression, and implement exact Pine Script v6 that reproduces your target series (corr = 1). – Why I’m a Great Fit ✩ 10+ years in quantitative modeling & trading tools ✓ Symbolic regression (PySR/gplearn), black‑box ID, deep learning ✓ Built Pine v4–v6 studies/strategies with strict spec matching ✓ Strong in curve fitting, overfit control, cross‑file validation ✓ Clear documentation and reproducible pipelines – Key Systems I’ll Deliver • Closed‑form formulas with parameter tables • Two Pine v6 indicators (commented), matching your series (R = 1) • Method notes: feature set, search space, constraints, and tuning • Verification pack: scripts to compute correlation on all files • Optional rounding/grid search to ensure exact visual matches – Tech Stack & Tools ✩ Python (PySR, sympy, numpy/pandas), optional Torch for feature generation; Pine Script v6; Jupyter; Git repo with README and test harness. I will deliver exact‑match outputs on your datasets and concise notes enabling maintenance and extension. Best Regards, Bounkyo K.

@annes01

This is exactly the kind of work I love doing. Symbolic regression and implementing user-friendly indicators in Pine Script v6 align perfectly with my expertise. I've successfully created complex trading models, ensuring accurate results and clean UI. I use Python, machine learning, and Pine Script for similar projects. I always meet deadlines and ensure high-quality deliverables. I’m happy to offer insight even if you don’t go with me. Regards, Anne S.