Backtesting työt

...Overview: I need a freelancer to extract detailed stock portfolio data from ~24 Mutual Fund Monthly Factsheets (PDFs). I will provide the URLs/Files. Your job is to extract the full stock holdings table for specific funds and deliver a consolidated, clean Excel/CSV file. The Goal: I need the complete list of stocks (100% of the portfolio), NOT just the Top 10. The data is used for financial backtesting, so accuracy is critical. Even top 85-90% data works. Scope of Work: Input: ~24 PDF Files (Monthly Factsheets). Target Funds: For each month, extract data for the Top 10 Equity Funds (e.g., Bluechip, Midcap, Smallcap, Value Discovery, etc. - list will be provided). Total Volume: Approx. 240 tables (24 months × 10 funds). Output Format: A single Consolidated Excel/CSV fi...

...Harden order submission (idempotency, duplicate prevention) • Confirm proper order lifecycle handling • Implement position reconciliation checks • Add structured logging • Support deployment Timeline: 2 weeks max Budget: $1,000 fixed (paid in structured installments) Do NOT apply if: • You have not worked with live brokerage APIs. • You have not handled OAuth lifecycle. • You have only built backtesting systems. Before proceeding, please answer the screening questions below directly. If aligned, we can begin immediately. ] ________________________________________ SCREENING QUESTIONS (REQUIRED) Send these immediately after outreach. 1. How do you implement idempotent order submission in broker APIs? 2. How would you handle OAuth token expiratio...

I need a custom algorithmic trading application built specifically for stocks. The software must integrate smoothly with a mainstream brokerage API (please indicate which APIs you already support) and provide a clean, dashboard-style interface so I can design, test, and run strategies without digging into the code each time. Key functional requirements • Backtesting capabilities – historical data import, parameter optimisation, and walk-forward testing in one place. • Automated trading – real-time order generation and execution with the option to pause, step, or switch to paper trading instantly. • Risk management tools – position sizing rules, max-drawdown stops, and alerting so the system can throttle or halt trading when limits are breached...

The Mission: We have a backtesting app (TradeRewind) that solves "Stop Hunt" issues with tick-data. I need someone to perform "Search & Rescue" on Discord, Telegram, and X. Your Tasks: Keyword Monitoring: Use search bars to find users complaining about "TradingView prices," "missing wicks," or "replay limitations." Peer Outreach: Reply to them as a helpful trader (not a salesman). Ask: "Have you tried TradeRewind? It shows the tick-data wicks that TV smooths out." Influencer Discovery: Find 5 micro-influencers (<10k followers) per week who focus on SMC/Price Action and DM them our "Beta Partner" offer. Requirements: Must know what "SMC," "Tick Data," and "Stop Hunts" are....

I am looking for a quantitative finance freelancer to help me implement, backtest, and document fixed-income trading strategies as part of a university-level research project in Fixed Income Securities. This is a serious quantitative project, close to what you’d see in asset management, hedge funds, o...financial logic No “black-box” solutions — everything must be explainable Timeline Flexible but ideally completed within 2–3 weeks Milestones possible (Part B → Part C) Budget Open / negotiable Will prioritize quality and expertise over lowest price Ideal Freelancer Profile Background in quant finance, financial engineering, or economics Experience with rates or credit markets Has done backtesting projects before Can communicate clearly...

Manual Chart Backtesting for Futures Trading Strategy (TradingView) I need a detail-oriented person to help backtest a trading strategy on NQ (Nasdaq 100) futures charts. What you'll do: - Review historical NQ futures charts on TradingView (1m, 5m, and 15m timeframes) - Identify specific setups using a public indicator (training provided) - Log setup formations and outcomes in a Google Sheet - Work through historical data week by week - Cover all trading hours including overnight sessions Note: If AI could do this work, I would be using it. This requires manual visual chart analysis and human judgment. Please don't apply if you plan to automate or shortcut the process. Requirements: - TradingView account (free tier works, Premium preferred) - Attention to detail &mdash...

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...Trading & Backtesting platform for Indian markets (Options-focused). The project is ~70% already complete, and I’m now taking it from a single-user system to a multi-user, production-ready platform. The idea is similar in spirit to OpenAlgo (GitHub reference), with the goal to: Finalize multi-user architecture Fix remaining bugs & edge cases Deploy on cloud infrastructure Make the system stable and ready to launch I’m looking for an experienced full-stack Python developer who can work closely with me, actively code, and guide me through the final stretch. Scope of Work Convert single-user algo → multi-user platform Implement user isolation (strategies, brokers, capital, risk) Debug and stabilize the existing 70% completed codebase Improve execu...

Manual Chart Backtesting for Futures Trading Strategy (TradingView) I need a detail-oriented person to help backtest a trading strategy on NQ (Nasdaq 100) futures charts. What you'll do: - Review historical NQ futures charts on TradingView (1m, 5m, and 15m timeframes) - Identify specific setups using a public indicator (training provided) - Log setup formations and outcomes in a Google Sheet - Work through historical data week by week - Cover all trading hours including overnight sessions Note: If AI could do this work, I would be using it. This requires manual visual chart analysis and human judgment. Please don't apply if you plan to automate or shortcut the process. Requirements: - TradingView account (free tier works, Premium preferred) - Attention to detail &mdash...

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...Parameter-tunable by the user 2. Automated Bot Implementation The bot must: Be coded in a reliable backend language (Python/Node.js/GO, etc.) Connect to exchange APIs securely (API keys with no withdrawal permission) Handle rate limits and errors properly Store logs and trade history Support real money and testnet environments Support configurable parameters (trade size, risk limits, pairs, etc.) 3. Backtesting + Reporting Provide: Backtest results on historical data Performance statistics (profit / loss / drawdown) Visual reports Confidence intervals 4. Delivery & Documentation Deliverables include: Full source code Installation instructions Strategy documentation + parameter explanations Example configuration files Optional UI or command-line interface Technical Requirement...

I am a vibe coder building an algo trading and backtesting platform focused on Indian options trading. I’m looking for an experienced full-stack developer who can: Do 1 hour of live coding daily with me on Google Meet Actively code core features (not just discuss) Provide regular guidance and reviews, so I can parallelly develop and improve my own skills Help us architect, optimize, and scale the platform together Required Skills Strong experience in Python API development & integration (broker APIs, data feeds, etc.) Full-stack understanding (backend-heavy is fine) Practical knowledge of stock markets, especially Indian F&O / options trading Experience with backtesting, strategy logic, or algo systems is a big plus Engagement & Budget 1 hour/da...

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I’m seeking an experienced algo developer to create a trading algorithm specifically for options trading on Interactive Brokers. The scope of work includes: - Setting up the API integration with Interactive Brokers. - Developing a user-friendly UI for managing trades. - Coding and implementing the trading strategy. - Conducting backtesting to validate the strategy's performance. - Providing a final handover of all deliverables, including deploying a live application. - Offering one month of support post-delivery to address bugs or issues. Requirements: - Expertise in options trading strategies, market dynamics, and Interactive Brokers API. - Background in algo development with proven success on similar projects. - Strong programming skills in Python or Java are preferred...

I'm looking for a Python programmer with expertise in AI to develop an automated trading strategy focused on trend following. The bot will use hi...automated trading strategy focused on trend following. The bot will use historical stock prices as the sole data source. Key Requirements: - Develop trend-following trading algorithms using AI - Utilize historical stock prices for strategy development - Implement in Python - Ensure robust backtesting and risk management Ideal Skills and Experience: - Proficiency in Python and AI/ML - Strong background in financial markets and trading strategies - Experience with historical data analysis and backtesting frameworks - Knowledge of risk management principles Looking for a freelancer who can deliver a reliable, efficient, and p...

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...PRICE:BTCUSDT). Pub/Sub: Publish updates to a Redis channel for the WebSocket gateway to broadcast to the frontend. 3. Warm Storage (ClickHouse) Goal: Store historical data for fast charting. Table Schema: Define ticks and ohlc tables in ClickHouse. Batch Ingestion: Create a consumer to batch insert Kafka messages into ClickHouse. 4. Cold Storage (S3/MinIO) Goal: Archive raw data for compliance and backtesting. Parquet Archiver: Periodically flush data to Parquet files and upload to MinIO. 5. Frontend Integration Goal: Visualize the live data. WebSocket Client: Update the React frontend to listen to the new real-time stream. Chart API: Update FinancialChart to fetch history from the new ClickHouse-backed API. 6. Account Management (New) Goal: Enforce account limits and...

Project Title AI/ML-Based Stock Price Prediction System for Indian Stock Market (NSE/BSE) Project Description I am looking to hire an experienced AI/ML developer to build an end-to-end stock price prediction ... • Experience building low-cost, scalable ML pipelines • Strong documentation practices ⸻ Budget Open to proposals. Preference for: • Modular build • Phase-wise delivery • Cost-optimized architecture ⸻ Timeline • Phase 1: Data Pipeline + Baseline Model – 1–2 weeks • Phase 2: Advanced ML + NLP – 2–3 weeks • Phase 3: Dashboard + Optimization – 1–2 weeks ⸻ Bonus (Nice to Have) • Backtesting engine • Auto model retraining • Portfolio-level predictions • Telegram al...

Necesito desarrollar un bot que se conecte a TradingView, analice el mercado Forex y ejecute órdenes de entrada y salida de forma completamente automatizada. La lógica no se basará en indicadores tradicionales predefinidos, sino en las estadísticas y reglas que yo le entregue: patrones históricos de precios, eventos macroeconómicos relevantes y...de riesgo). • Dashboard o registros claros para auditar cada trade y ajustar el aprendizaje cuando sea necesario. Entregarás el código fuente, la guía de despliegue y una breve sesión de hand-off para que pueda probarlo en una cuenta demo antes de pasarlo a real. Si ya has creado bots similares o trabajas con machine learning aplicado a TradingView, dime cómo abor...

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...**Languages:** Python (Pandas, NumPy, scikit-learn, PyTorch) - **Quantitative:** Statistical arbitrage, Mean reversion, Factor modeling, Risk management - **Trading:** Crypto exchanges (Binance, OKX), Backtesting, Strategy development ## Work Experience **Quantitative Developer** | Shanghai Quantitative Capital | 2021.09 - Present - Independently developed cryptocurrency trading system managing $3M AUM - Designed 15+ trading strategies with live performance of 18-35% annual returns - Built multi-factor stock selection model achieving 12.8% annualized alpha - Developed high-frequency backtesting framework (10M data points/minute) ## Projects **Independent Trading System** | Personal Project - Real-time data from 8+ exchanges with modular strategy framework - 3-year live...

...Exits Phase 1 – for backtesting *Fixed Stop Loss in points** *Two Take Profits (TP1 & TP2) in points** *Position split** for TP1/TP2 as input (ex: 50/50) *(No candle-based stop, RR targets, BE, or scaling in Phase 1 — those are future add-ons.)* *4) Visual Match (Important) * Plot EMAs and show entry markers/labels similar to TradingView * Signal visibility must be clean (no clutter) * Goal is **exact visual equivalence** to the Pine script signals *5) Optimization & Code Quality Must work in Strategy Analyzer + Optimization Clean, modular code so we can add later: RR exits, candle/ATR stops, break-even, scaling Deliverables * Working NT8 strategy file (MNQ) * Inputs exposed and documented * Matches Pine script signals visually and logically * Ready ...

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I’m building out a series of quantitative strategies for the FX market and want a clean, repeat-able way to see how each idea would have fared historically. Everything will be written in Python; feel free to lean on pandas, NumPy, vectorized calculations, or a framework such as Backtrader or Zipline if that speeds development, provided the final code remains transparent and easy for me to extend. Scope • Ingest and normalize historical Forex price data (I already have the data files; just need automated loading and preprocessing). • Code the strategy template so I can drop new rule sets into a single function or class and rerun tests quickly. • Generate key statistics—CAGR, max drawdown, Sharpe, win/loss, and equity curves—plus simple visualizations. &bull...

...metrics above plus any supporting charts you feel add clarity. 3. Instructions to rerun the test on my own machine or on a cloud notebook. I will provide the exact entry, exit, and position-sizing rules once we begin. If the initial results look promising I may ask for further optimisation work, so writing clean, reusable code is essential. Let me know your relevant experience with equity backtesting and which platform you propose to use, and we can get started right away....

...metrics above plus any supporting charts you feel add clarity. 3. Instructions to rerun the test on my own machine or on a cloud notebook. I will provide the exact entry, exit, and position-sizing rules once we begin. If the initial results look promising I may ask for further optimisation work, so writing clean, reusable code is essential. Let me know your relevant experience with equity backtesting and which platform you propose to use, and we can get started right away....

I'm seeking an experienced developer to design and build a day trading algorithm. The algorithm should be tailored for stocks priced under $10, with the primary goal of maximizing profits. Key Requirements: - Ability to handle a range of stocks under $10 - Focus on profit maximization ...Ability to handle a range of stocks under $10 - Focus on profit maximization Ideal Skills and Experience: - Strong background in algorithm development - Expertise in stock market trading, especially with low-priced stocks - Knowledge of various trading strategies, including momentum, mean reversion, and scalping - Proficiency in programming languages like Python, R, or similar - Experience with backtesting and optimizing trading algorithms Please provide examples of previous work and outline...

Precision Seller (V2.0) ​1. Project Overview ​Objective: To automate a Nifty Option Selling strategy based on Index Spot levels and Candlestick patterns to eliminate emotional errors (Revenge Trading). ​Platform: Python-based bot using Angel One SmartAPI. ​Hosting: VPS (Windows or Linux Cloud). ​Segment:...capital (₹1,000), STOP for the day. ​Loss Stop: If 1st trade hits SL, allow 2nd trade. If 2nd trade also hits SL, STOP for the day. ​5. Technical Requirements for Developer ​Language: Python. ​API: Angel One SmartAPI integration. ​Reporting: Real-time logs and a summary of P&L sent to Telegram/WhatsApp. ​Error Handling: Handle API timeouts, internet disconnection, and auto-relogin on VPS startup. ​Backtesting: Provide a 1-year backtest report on this logic before going live.

...curvature, exhaustion, reversals) - Develop and optimize quantitative indicators for financial markets - Implement models in Python (research, backtesting, data analysis) - Implement models in Pine Script (TradingView) for real-time indicators - Validate mathematical assumptions using statistical and numerical methods - Optimize performance, stability, and signal quality Required Skills & Expertise Mathematics & Quantitative Skills - Strong background in advanced mathematics (calculus, applied mathematics, numerical methods) - Time-series analysis and market behavior modeling Programming Skills - Python (expert level): NumPy, Pandas, SciPy, backtesting frameworks - Pine Script (TradingView): custom indicators, optimization, real-time constraints Trading & Ma...

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...Project Details: Broker API: Dhan / Zerodha / Mstock (koi ek ya multiple) Strategy Type: Option Buying Strategy Paper Trading Backtesting Language: Python (preferred) Developer Must Have: Algo trading API banane ka pehle ka experience Stock market ki proper understanding (Option Buying / Scalping) Strategy ko samajh kar code me convert kar sake Client ke saath face-to-face (offline) discussion Strategy ke according modifications & improvements kar sake Error handling, SL, target, re-entry logic ka knowledge Features Required: Manual strike selection Option BUY strategy Fixed & trailing stoploss Multiple re-entries Paper trading mode Backtesting support Risk management logic Clean & reusable code I...

...strategy performance, robustness, portfolio construction, and data-driven decision making. You will not be responsible for day-to-day trade execution, account operations, or platform uptime as those are handled by a separate Trading Operations role. ROLE OVERVIEW: You will work with licensed NinjaTrader and TradingView strategies and be responsible for: -Instrument-specific optimization -Robust backtesting and market replay analysis -Portfolio-level performance evaluation -Live vs backtest performance reconciliation -Risk-adjusted optimization using professional hedge-fund metrics -The goal is not to overfit individual strategies, it is to build robust, diversified portfolios that perform consistently across market regimes. CORE RESPONSIBILITIES: Optimize NinjaTrader strategies...

...You will ensure that the model can be easily updated and rerun with new data. As I said, this will involve algorithmic analysis or software focusing solely on chance-enhancing models and the use of historical lottery data. The workflow I need includes: mathematics and programming. Data is available in file format. You can add a simple interface or dashboard that allows for model training and backtesting, and provides the ability to refresh data and optionally create new sets of numbers. Ideal skills: A strong background in software development, data analysis expertise, AI engineering, probability, and statistics. Strong mathematical reasoning and experience with model recognition and prediction logic (both AI-based and non-AI-based). Proficiency in all necessary applications (in...

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...identified during testing must be resolved. Payment terms: Payment will be made in milestones, based on clearly defined deliverables. Final payment will be released only after successful live testing and confirmation that the system performs as expected. This project is suitable only for developers who have prior experience with trading APIs, live order execution, and market automation, not just backtesting or paper trading. If you have built similar systems before, please share brief details of your experience....

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...Output: future price points probability of trend confidence score JSON with future candles Target: ~70% directional accuracy in walk-forward evaluation on selected stocks. 3. Frontend (React or ) Dual-chart layout: Left: Real candlestick chart Right / Overlay: AI future chart (different color) Ticker search Timeframe buttons Loading states & clean UI (matching my Figma) 4. Backtesting Module Walk-forward validation (rolling window) Output directional accuracy % Simple backtest with P&L + transaction costs 5. Deliverables Complete source code (frontend + backend + ML) GitHub repo Docker instructions README with setup Deployment on Render / Railway (if possible) Requirements Must have real experience in: Python, FastAPI Pandas Time-series forecas...

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ich such jemanden der mir einen Krypto handelsbot programmiert: Ziele / Scope MVP Backtesting (Strategie korrekt, reproduzierbar) Paper Trading (realistische Ausführung, Gebühren, Slippage) Live Trading (stabil, Logging, Fail-safes) Funktionen (MVP) Daten-Handling (Historical Data, Resampling, Indicators) Strategy Engine (Entries/Exits, Risk/Position Sizing) Backtesting inkl. Gebühren/Slippage Reporting (Trades, Equity Curve, Kennzahlen) Konfiguration (YAML/JSON, Parameter-Sets) Unit-Tests für Kernlogik Später (Phase 2/3) Exchange API Integration (z.B. Binance/Kraken/Coinbase) Order-Manager (Market/Limit, Partial fills) WebSocket Price Feed Monitoring/Alerts (z.B. Telegram/Email) Docker Deployment Tech Stack (Bevorzugt) Python 3.11+ ...

...architected. You will be implementing defined components, not inventing the system. --- What You Will Be Working On You will help implement and wire together: Action schema validation (strict JSON, fail-closed) Strategy modules (bounded, deterministic, profile-based) Telemetry aggregation (sanitized summaries only) AI decision loop (single action per cycle, no chaining) Simulation / backtesting mode (no RPC, no signing) Logging and audit trails (decision → action → outcome) You will not be responsible for key management, signing logic, or live fund custody. --- What You Will NOT Touch (Non-Negotiable) You will not work on: Private key handling Transaction signing Withdrawals or fund movement logic RPC credentials tied to funds Risk limit enforcement lo...

...F&O) using Zerodha Kite API. The strategy is rule-based, uses price breakouts with ATR-based trailing stop-loss, and must support both live trading and backtesting. This is a serious, production-grade project, not an indicator or alert-only system. Key Requirements (High-Level) Python-based automated trading system Zerodha Kite API integration Supports Index Futures & Stock Futures Breakout-based entries (configurable lookback) ATR-based trailing stop-loss logic One position per instrument Market orders only Time-based trade filters Robust order handling (rejections, retries) Detailed trade logging (CSV / DB) Separate backtesting module Clean, structured project folder Well-documented setup & configuration Cloud hosting / AWS is NOT required f...

...Project Details: Broker API: Dhan / Zerodha / Mstock (koi ek ya multiple) Strategy Type: Option Buying Strategy Paper Trading Backtesting Language: Python (preferred) Developer Must Have: Algo trading API banane ka pehle ka experience Stock market ki proper understanding (Option Buying / Scalping) Strategy ko samajh kar code me convert kar sake Client ke saath face-to-face (online/offline) discussion Strategy ke according modifications & improvements kar sake Error handling, SL, target, re-entry logic ka knowledge Features Required: Manual strike selection Option BUY strategy Fixed & trailing stoploss Multiple re-entries Paper trading mode Backtesting support Risk management logic Clean & reusable c...