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I am working with a trading strategy that already has defined entry conditions, fixed stop loss, fixed take profit, and controlled risk per trade. The focus of this project is not to improve entry signals, but to optimize position management after a trade is already executed. I have conducted a backtest over approximately 6 years of historical data. The current results show a profit factor around 1.0, with both winning and losing years, indicating that the strategy does not yet express a clear statistical edge. Project Goal The goal is to deeply analyze trade data in order to: Understand how trades behave after entry Identify meaningful structures and behaviors in the data without relying on predefined assumptions Determine, based on evidence, which position management approaches are actually effective Identify concrete opportunities to improve the profit factor Target: increase profit factor from ~1.0 to at least 1.3, with higher improvement preferred, based on solid statistical evidence. Expected Approach I am looking for someone who works from data to conclusions, not from assumptions. Expected workflow: Define required data You should clearly specify: What data you need Required format Deep analysis Based on the data: Analyze full trade behavior Detect relevant relationships Identify inefficiencies in current position management Clear interpretation (critical) I need the output to act as a “data translator”, meaning: Clear explanation of what the data actually shows Actionable insights Identification of performance bottlenecks Recommendations grounded in data (Not just code or charts — interpretation is essential.) Expected Deliverables Clear list of required data Analysis report (PDF, notebook, or presentation) Relevant visualizations Concrete position management recommendations
Project ID: 40336347
21 proposals
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Active 21 days ago
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21 freelancers are bidding on average $119 USD for this job

Hi, we can help you with your data-driven position management optimization. We offer lifetime bug fix guarantee. As Milvetti, we help traders automate their strategies. Price is an estimate and may vary by scope.
$200 USD in 2 days
6.5
6.5

Hi there, I am delighted to present for providing SPSS data analysis and consulting services to help you gain valuable insights from your data and make informed decisions. I am of experienced data analysts and SPSS experts who are dedicated to delivering accurate and insightful data analysis solutions. Assisting with data collection and preparation to ensure the data is clean, organized, and ready for analysis in SPSS. Conducting a wide range of statistical analyses, including descriptive statistics, inferential statistics, regression analysis, ANOVA, and more. Identifying patterns, correlations, and trends within your data using SPSS. Creating visually appealing charts and graphs to present survey results effectively. https://www.freelancer.com.bd/u/GdevDataSceince My commitment to client satisfaction is unwavering. Throughout the development process, I prioritize open communication, responsiveness, and collaboration. Welcome feedback and are always ready to address any concerns or modifications you may require. Regards @GdevDataSceince
$140 USD in 7 days
5.0
5.0

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$30 USD in 1 day
4.7
4.7

With a solid background in data analysis and a deep understanding of the intricacies of financial markets, I believe I am the ideal candidate for this project. Leveraging my skills and experience, I can provide not just code or charts but also clear interpretations that can give you meaningful insights into your trade data. Understanding that you are interested in an approach that works from evidence rather than predefined assumptions, I assure you of an analysis that will lead to actionable recommendations grounded in your data. Following your expected workflow, I will start by working with you to define the required data, making sure I understand exactly what you need and in which format. Once we have that squared away, I will conduct a deep analysis of your trade behavior, thoroughly scrutinizing each aspect to detect relevant relationships and identify any inefficiencies in your current position management strategies. What sets me apart is my ability to translate complex data into straightforward explanations. Rest assured, my final deliverable will be more than just charts and code; it will serve as a "data translator," providing you with a comprehensive report filled with clear explanations, relevant visualizations, and concrete position management recommendations. Choose me for this project and let's work together to increase your profit factor with solid statistical evidence.
$140 USD in 1 day
5.1
5.1

Hi there, I am A.R.M. MASUD, with a strong Data Science background. As a Python developer, I have extensive experience building robust, scalable, and efficient solutions that address various business needs. I understand the importance of delivering high-quality, well-architected code, and I am committed to working closely with you to ensure the success of this project. I implement core functionality using Python, utilizing relevant libraries and frameworks such as Pandas, NumPy, GUI, SciPy, Matplotlib, Seaborn, Plotly, Scikit-learn, TensorFlow, Keras, PyTorch, spaCy, Flask, Django, FastAPI, OpenCV, and Jupyter. I am a professional responsible for extracting actionable insights and knowledge from large volumes of data through Machine Learning models, including CNNs, RNNs, LSTMs, GANs, Transformers, FNNs, ANNs, and DNNs. I conduct comprehensive unit, integration, and performance testing to ensure the solution is error-free and optimized. https://www.freelancer.com/u/MZITSERVICES I appreciate the opportunity to submit this proposal and am excited about the possibility of working with you to bring your project to life. Thanks A.R.M MASUD
$140 USD in 7 days
4.4
4.4

Thanks for sharing the details. I’ve reviewed your requirement and would be glad to discuss it further. I’m Prabhath, an experienced MQL4/MQL5, Pine Script, Python, and C++ developer specializing in automated trading systems and institutional-grade algorithmic solutions. I develop Expert Advisors, indicators, dashboards, data tools, and custom trading utilities for MT4/MT5, TradingView, and standalone platforms. Along with MQL5 systems, I also build fully automated trading software in Python and C++ for Indian stock markets and global exchanges (US, EU, and others). These solutions can be tailored for stocks, indices, futures, forex, and crypto based on project needs. As an active trader, I work with ICT, SMT, market structure, liquidity models, order blocks, FVGs, VWAP, and volume-based logic, ensuring each strategy follows the client’s trading methodology. My expertise includes institutional-grade EA and indicator development, ICT/SMT-based trading systems, Pine Script automation, Python and C++ systems for Indian and global markets, backtesting, paper trading and live trade integration, strategy optimization, and low-latency execution. I also fix, optimize, and enhance existing trading systems to make them stable and production-ready. Where permitted, I can share demos or walkthroughs of previously completed projects while respecting client confidentiality. Thank you for your time and consideration.
$200 USD in 5 days
4.4
4.4

Hi, I can deliver a rigorous, data-driven analysis of your trading strategy focused specifically on optimizing post-entry position management to improve your profit factor from ~1.0 to ≥1.3. I will first define the exact data required, including detailed trade logs (entry/exit, price path, MAE/MFE, SL/TP levels, position size, and time-in-trade), along with a clear format to ensure consistency. From there, I will conduct deep analysis to understand trade behavior after entry—examining excursion patterns, duration, and inefficiencies in current stop-loss and take-profit structures. My approach is strictly evidence-based, deriving insights directly from the data without assumptions. I will act as a “data translator,” providing clear explanations of what the data shows, identifying performance bottlenecks, and delivering actionable recommendations such as optimized exits, trailing logic, or scaling strategies where statistically justified. You will receive a structured report with key visualizations and concrete, data-backed improvements to position management. I have strong experience in quantitative analysis and trading systems, and I always deliver clear, precise work on time. Kindly contact me so we can get started. Best regards, Simon M
$40 USD in 3 days
4.8
4.8

Hello, I’ve worked with trade data analysis before, and your project is clear — the issue is not entries, but what happens after the trade is open. A profit factor around 1.0 usually means the edge is being lost in position management, so focusing here makes sense. I can go through your backtest data in detail and break down how trades actually behave over time. I’ll look at things like drawdown vs profit movement, trade duration, and how winners and losers differ in structure. This helps identify where the current stop loss or take profit may be limiting performance. Before starting, I’ll define exactly what data is needed (trade logs, timestamps, price movement, etc.) and make sure it’s in a usable format. From the analysis, I will: • Find patterns in winning vs losing trades • Identify inefficiencies in current SL/TP setup • Highlight where profit is being lost • Suggest practical improvements (like partial exits, trailing stops, or timing-based exits) You’ll get a clear report with visuals and simple explanations — not just charts, but what they actually mean and how to use them. I can complete this within 5–7 days and focus on improving the profit factor with real data evidence. Let me know if you can share a sample of the data. Best regards, Rajaoul
$30 USD in 7 days
3.5
3.5

Hello client, I am excited to submit my proposal for your project. With years of experience in the field, I am confident in my ability to deliver high-quality work that meets your needs. I have carefully reviewed your project description and requirements; I understand that you are looking to achieve your project objectives. My approach will ensure that I deliver exactly what you have requested in the project. I will keep you updated on the project progress and ensure timely delivery. If you are interested in moving forward I’d be happy to discuss the project further and answer any questions you may have. Thanks for considering my proposal; I look forward to the opportunity to work with you. Please open your messenger and send me complete details to discuss it further. Thank you.
$30 USD in 1 day
3.6
3.6

Hi, I can help turn your trade data into clear, actionable position management improvements. I specialize in quantitative analysis of trading systems, focusing on post-entry behavior (MAE/MFE, duration, volatility regimes, exit efficiency) to uncover real edges. I’ll define the exact data needed, perform deep statistical analysis, and translate findings into concrete position management rules aimed at lifting your profit factor from ~1.0 toward 1.3+. You’ll get a clear report with visualizations, identified bottlenecks, and evidence-based recommendations—not just charts, but decisions you can implement. Ready to start and dive into your data.
$140 USD in 7 days
0.6
0.6

Hello, Now Meta is your company, leveraging a decade of proven expertise in Matching Job Skills. I have attentively reviewed the project's requirements for optimizing quantitative futures position management. Our team will follow a meticulous process by defining the required data, analyzing full trade behavior, detecting relevant relationships, and identifying inefficiencies in current position management. We will provide a detailed analysis report with relevant visualizations and concrete recommendations grounded in data. Our approach focuses on working from data to conclusions, ensuring actionable insights and clear interpretation of the results. I believe a personalized chat would be beneficial to discuss the project further and move it forward effectively. Regards, Now Meta
$140 USD in 7 days
0.0
0.0

I specialize in data-driven analysis and can help you uncover the real behavior of your trades post-entry to identify inefficiencies and improve your profit factor from ~1.0 to 1.3+ with statistically backed insights. I will define the exact data requirements, perform deep quantitative analysis, and translate complex results into clear, actionable position management strategies. My focus is not just analysis but delivering practical, evidence-based recommendations that directly enhance performance and decision-making.
$140 USD in 2 days
0.0
0.0

Hi, This is a very interesting project and I appreciate the focus on data-driven analysis rather than assumptions. Your objective (understanding post-entry trade behavior and improving position management) is exactly the kind of problem where structured exploratory analysis can uncover meaningful insights. My approach would be: 1. Define the required dataset clearly (trade logs, timestamps, entry/exit prices, SL/TP, position size, etc.) 2. Perform deep behavioral analysis * How trades evolve after entry * Distribution of favorable vs adverse movement * Timing and structure of wins vs losses * Identification of inefficiencies in current exit logic 3. Translate findings into actionable recommendations * Not just charts, but clear explanations of what the data actually shows * Practical position management ideas grounded in evidence Important note: My focus is to provide statistically grounded insights and improvement opportunities — not to assume or guarantee a specific profit factor outcome, but to help you move toward it with evidence-based decisions. Deliverables: • Clean analysis (Python notebook) • Clear visualizations • Concise report with actionable insights If you can share a sample of your trade data, I can quickly confirm structure and get started. Looking forward to working on this. Best regards Bram
$220 USD in 6 days
0.0
0.0

Hi, I can help you analyze and optimize your position management using a fully data-driven approach, focusing on improving your profit factor from ~1.0 to a statistically stronger level. I will start by defining the exact data structure required (trade logs, timestamps, price paths, MAE/MFE, etc.), then perform a deep analysis of how trades behave after entry. This includes identifying patterns in trade duration, drawdowns, favorable excursions, and exit inefficiencies. The goal is not assumptions, but extracting real insights from your data—such as whether trailing stops, partial exits, or time-based exits improve outcomes. I will translate findings into clear, actionable recommendations, supported by visualizations and statistical evidence. You will receive a well-documented analysis (notebook/report), charts, and concrete optimization strategies you can directly apply. I have experience in quantitative trading analysis and performance optimization, and I focus on turning raw trade data into practical improvements. Looking forward to working on this with you.
$250 USD in 6 days
0.0
0.0

Hi I can analyze your trade data to identify how positions behave post-entry and uncover data-driven ways to improve your profit factor. I’ll define the exact data needed, perform deep statistical analysis on trade behavior, and identify inefficiencies in your current position management. You’ll receive a clear report with visualizations, actionable insights, and concrete recommendations grounded in evidence to improve performance. Looking forward to hearing from you. Best Regards
$140 USD in 7 days
0.0
0.0

Buenos Aires, Argentina
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Member since May 26, 2021
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