💡 AI Automation & Full-Stack Development ✨ What I Can Do For You: ✅ AI-powered web applications ✅ Python (FastAPI) backend development ✅ React / TypeScript dashboards ✅ AI integrations (OpenAI & Claude APIs) ✅ Workflow automation & API integrations ✅ Trading dashboards & analytics ✅MQL4/MQL5 (EA development) ✅ TradingView (Pine Script) indicators & strategies ✅ Telegram bots & notifications 💡 QA Engineer | Manual & Automation Testing Hi! I'm a QA Engineer with 10+ years of experience in web, mobile, and API testing. My QA background helps me build software that's reliable, well-tested, and ready for production. ✨ What I Can Do For You: ✅ Manual & exploratory testing ✅ API testing with Postman ✅ Test plans & test cases ✅ Bug reporting (Jira) ✅ Cross-browser & cross-device testing ✅ Regression & UAT testing

Former Fund Manager ($880mio AUM) | Trading Strategies | Programming | EAs and Indicators | Consultancy | Research | Stock trading | FX(Forex) Trading | Futures Trading | Crypto | Investment management For nearly 30 years I have been studying financial markets, trading, and developing and testing trading strategies for all markets including FX, crypto, stocks, options, and futures. I use my trading experience to help other traders develop and test their trading ideas. For 10 years I was a fund manager with at peak $880mio aum. My past and current clients include fund managers, professional traders, investment advisors and portfolio managers. I also work with private traders who are just getting started. I am focused on the following services: - Consulting on the creation and management of trading strategies in the stock markets, options, futures, crypto and FX (Forex), which are profitable. - Creation of scripts of indicators and strategies for TradeStation / Multicharts / Metatrader 4 & 5 - Trading coaching - options, stocks, futures, FX(forex), crypto - Trading psychology coaching - finding and clearing the blocks and limitations that are holding back your trading By choosing to work with me, you can count on a high level of professionalism, many years of experience, dedication and also enthusiasm for the project we do together.

I build scalable trading platforms, SaaS products, and automation systems for brokers, prop firms, traders, and fintech startups. My focus is creating reliable, high-performance solutions that process live market and trade data in real time with low latency, stable infrastructure, and clean user experiences. I specialize in developing complete trading ecosystems — from MT4/MT5 integrations and copy trading engines to analytics dashboards, futures trading integrations, and automation tools. What I can build for you: • MT4 / MT5 Trade Copier Systems • Tradovate & NinjaTrader Integrations • TradeLocker Integrations & Automation • TradingView Alert Automation • Telegram → MT4/MT5 Signal Execution • Copy Trading SaaS Platforms • Real-Time Trading Dashboards • Prop Firm Dashboards & Risk Systems • Trade Analytics & Performance Tracking • WebSocket-Based Live Trade Streaming • Multi-Account Trade Management Systems • Subscription & User Management Platforms • API Integrations for Trading Platforms • Custom Trading Bots & Automation Tools Platforms & Technologies: • MetaTrader 4 (MT4) • MetaTrader 5 (MT5) • TradingView • Tradovate • NinjaTrader • TradeLocker • MQL4 / MQL5 • Python • FastAPI • Node.js • WebSockets • REST APIs • MongoDB • PostgreSQL • Algorithmic Trading • Financial Software Development • SaaS Architecture • Real-Time Systems Systems I’ve developed: ✔ Real-time copy trading infrastructure syncing trades across multiple accounts ✔ SaaS dashboards with analytics, PnL tracking, win rate, and risk scoring ✔ WebSocket systems processing live trade updates every second ✔ Telegram signal parsers with automatic trade execution ✔ Multi-user backend architectures supporting hundreds to thousands of accounts ✔ TradingView webhook automation systems for strategy execution ✔ Real-time futures & prop trading integrations with modern trading platforms Why clients work with me: • Strong understanding of trading workflows and broker systems • Experience building scalable SaaS trading platforms • Focus on speed, reliability, and clean architecture • Fast communication and long-term support • Ability to turn complex trading ideas into production-ready systems If you need a developer who understands both trading and scalable software infrastructure, I can help build a solution that is fast, reliable, and ready to grow.

I'm a Top Rated quantitative developer on Upwork, currently completing my MS in Data Science at Harvard, with production experience building and shipping algorithmic trading systems across futures, options, and equities. My work spans the full pipeline: from signal research and rigorous backtesting through execution architecture and live broker deployment. Over the years I've collaborated with professional traders, systematic fund managers, and independent CTAs on strategy research, execution system builds, and quantitative infrastructure — working with live accounts and real capital, not toy portfolios. - Research Philosophy Most algorithmic trading research fails before it reaches live markets. The reasons are almost always the same: data snooping bias, fragile parameterization, fill simulation that doesn't reflect actual execution, and strategy logic never stress-tested against regime change. My research process is designed to make it hard to fool yourself. That means strict chronological train/test splits with no parameter bleedthrough, walk-forward optimization over anchored and rolling windows, block bootstrap for inference on autocorrelated returns, and parameter sweep frameworks built to expose fragility rather than maximize backtest metrics. A strategy that only works on one parameterization isn't a strategy, it's a coincidence. I care about robustness across parameter space, regime stability, and understanding exactly why a signal works before scaling it. I work extensively in QuantConnect's LEAN engine for research-grade backtesting and live account deployment, though deployment targets vary by strategy and client stack. IB TWS via ibapi, Tradovate, and NinjaTrader are all in regular rotation depending on execution requirements. I build custom analytics layers on top of backtest output: Sharpe decomposition, drawdown attribution, execution cost modeling, and signal decay analysis, because standard tearsheet metrics rarely tell the full story. - Strategy Coverage My research spans futures (NQ, ES), SPX and index options, ETFs, and crypto. Strategy types I've built and validated in production include intraday momentum and trend-following systems, mean reversion and stat-arb frameworks, breakout and scalp architectures with dynamic sizing tiers, options strategies including iron condors, defined-risk vertical spreads, 45-DTE and 0DTE SPX structures with delta-based hedge logic, and GEX (gamma exposure) driven directional frameworks using open-interest-weighted dealer positioning data. It's an area where the signal literature is still thin and where getting the methodology right matters more than most people acknowledge. - Execution Engineering The research-to-live gap is where most systems break. I build execution infrastructure that closes that gap: Interactive Brokers TWS via ibapi with state machine architectures, order ladder geometry, true breakeven calculations with commission and slippage factored in, and hedge math for multi-leg positions. On the NQ/ES side I've built and audited scalp bot execution logic on Tradovate, integrated Databento for professional tick data pipelines with proper validation against reference data, and developed Pine Script strategies and indicators on TradingView for signal prototyping before committing to full implementation. I'm also familiar with NinjaTrader's execution environment and ATM framework. Code I deliver is production-standard: structured logging, explicit edge-case handling, clean separation of signal and execution layers, and documented at a level where the system is maintainable after handoff. - What I Work On: - Strategy Research & Backtesting: QuantConnect/LEAN, Backtrader, Zipline, VectorBT, QuantLib, Python - Execution Systems: IB TWS/ibapi, Tradovate API, NinjaTrader, REST/WebSocket broker integrations, FIX Protocol - Retail Platform Development: MQL4/MQL5 (MetaTrader 4/5), Pine Script (TradingView), NinjaScript (NinjaTrader 8), EasyLanguage (TradeStation), ThinkScript (Thinkorswim), cAlgo/C# (cTrader), AFL (AmiBroker) - Broker APIs: Interactive Brokers, Alpaca, TD Ameritrade, Tradovate, Oanda, Databento - Crypto Platforms & APIs: Binance, Bybit, OKX, Kraken, Coinbase Advanced Trade, Bitfinex, Deribit (options/derivatives), KuCoin, Gate io, Freqtrade, Hummingbot, 3Commas, Pionex, Gunbot, ccxt (unified exchange library) - Statistical Testing: Walk-forward testing, parameter sweep analysis, Monte Carlo simulation, bootstrap inference - Full-Stack Delivery: Data ingestion → signal research → backtesting → live deployment

I build, debug, and enhance algorithmic trading tools across NinjaTrader, TradingView, and MetaTrader, backed by strong C#/.NET engineering experience. My Upwork work history includes successfully completed NinjaTrader strategy modifications, strategy bug fixing, and TradingView alert integration projects, all with 5-star client feedback. I can help turn trading rules into reliable indicators, automated strategies, alerts, webhooks, and connected applications. Trading development services: • NinjaTrader 8 indicators and automated strategies • NinjaScript strategy debugging and modification • TradingView indicators and strategies using Pine Script • Real-time alerts and webhook integrations • MetaTrader Expert Advisors and indicators using MQL4/MQL5 • Entry, exit, stop-loss, take-profit, and risk-management logic • Multi-timeframe and multi-instrument logic • Strategy configuration, testing, and documentation • Telegram, email, REST API, and external-system integrations C#/.NET development services: • ASP.NET Core REST APIs and backend systems • Trading dashboards and administration panels • Product licensing and activation systems • Secure customer downloads and subscription management • Broker, exchange, payment, and third-party API integrations • SQL Server, PostgreSQL, MongoDB, and Redis • Microservices, background workers, messaging, and automation • Performance optimization and legacy application modernization Why clients work with me: • 100% Job Success on Upwork • Rising Talent badge • 5-star feedback on TradingView and NinjaTrader projects • Strong C#/.NET architecture and backend experience • Clear communication and fast response time • Clean, maintainable, and documented code • Careful scope review before development begins I focus on implementing the requested trading logic correctly and reliably. I do not promise trading profitability, but I ensure that the software follows the agreed specifications and behaves consistently under the defined conditions. Send me your existing code, trading rules, screenshots, or specification, and I will review the requirements and recommend the safest implementation approach.

Polytechnic engineer with 4+ years of Python and 2+ years of applied ML research. Hands-on experience in algorithmic trading systems, asset pricers, and risk management. I turn mathematical rigor and statistical insights into production-ready results. - Forex hedging: ML forecasting for FX markets that cut options hedging costs by 3.5% (BIAT). - Algorithmic Trading: Co-developed 3 out-of-sample strategies with ~190% cumulative net return over 4 years (net of costs/slippage), robust under stress tests. - Derivatives pricing: Coded numerical methods for energy options contracts with full sensitivity analysis, benchmarking speed, accuracy, and consistency. **Focus Areas (what I deliver)** - Coding & performance: efficient Python, parallelization, scalable/cloud pipelines (GCP), speed optimization - Data analysis: data extraction, cleaning, preprocessing, exploratory analysis, statistical modeling, pattern detection, decision-ready insights - Predictive modeling: time-series and tabular ML development, feature engineering, hyperparameter optimization, robust validation, testing - Derivatives pricing & hedging: mathematical foundations and numerical methods (Finite Elements, Lewis Fourier, Monte Carlo) - Systematic trading: signal generation, position sizing and risk management, backtesting, paper trading and deployment of algorithmic strategies **Technical Stack:** Python, NumPy, Pandas, TensorFlow, PyTorch, Scikit-learn, Ray, joblib, Git, GCP, SQL, Excel, Matplotlib, C/C++, SLURM (HPC) With a multidisciplinary foundation across mathematics, engineering, computer science, economics, and finance, I'm open to applying ML to diverse domains—including emerging areas like GenAI and LLMs. If you need a partner who can design, code, validate, and ship trading algorithms or ML solutions with real-world impact, let's talk.

Most trading developers just code what you ask. I tell you if it actually works first. I combine hands-on trading experience with production-grade engineering. I trade futures on prop firm accounts and live, so I understand drawdown rules, breach risk, and what makes a strategy survive live markets — not just backtest well. What I deliver: → NinjaTrader 8 strategies & indicators (C#) — from custom logic to full automation → Pine Script strategies for TradingView — with proper backtesting and alert automation → MQL5 strategies & EAs for MetaTrader 5 — custom indicators, automation, optimization → ML/AI signal systems — ONNX models, feature engineering, walk-forward validation → Strategy research — backtest, optimization, MFE/MAE analysis, walk-forward testing → Python trading infrastructure — data pipelines, execution, broker APIs Recent client results: - Built an ML-powered trading system processing live NQ futures with AI signal prediction (NinjaTrader + Python + ONNX) - Developed and validated a session-based ORB strategy across 4 years of futures data with walk-forward analysis - Created a prop firm account management system with real-time breach protection and Telegram alerts - Delivered Pine Script strategies with webhook automation for futures execution I work fixed-price. I scope clearly, deliver fast, and communicat directly. Send me your strategy idea, current setup, or problem — I'll tell you the fastest path forward.

I build custom trading bots and algorithmic trading systems for crypto, forex, stocks, futures, and options, with automated execution that runs faster, cleaner, and more reliably than what you are running today. 100+ completed projects. $700K+ earned. 100% Job Success. I am Mahbub Shuvo, Founder of Core Devs Ltd. I lead a 35+ person team focused on trading automation, AI powered execution, blockchain infrastructure, and full stack development, trusted by hedge funds, prop trading firms, DeFi protocols, and independent traders worldwide. If your setup is too slow, too rigid, or breaks when markets move, that is exactly what I fix. What I Build: Custom Trading Bots and Algorithmic Trading Systems Execution engines for crypto, forex, stocks, futures, options, and commodities. Sniper bots, arbitrage bots, grid trading, scalping bots, market making engines, copy trading, signal bots, MEV bots, and fully automated strategies. Python, Node.js, Rust, C++, MQL4/MQL5. Sub 300 ms latency. Solana sniper bots, cross exchange crypto arbitrage, futures scalping, and options execution. Broker and Exchange Integrations Direct API integration with Binance, Bybit, KuCoin, Coinbase, Kraken, OKX, MEXC, Hyperliquid, Interactive Brokers (IBKR/TWS), Alpaca, TradeStation, Schwab, OANDA, FXCM, cTrader, DXTrade, Tradovate, and NinjaTrader. REST APIs, WebSocket feeds, and FIX protocol. Low latency order routing, order book parsing, multi broker orchestration, and 24/7 uptime. DEX: Uniswap, Raydium, Jupiter, PumpFun, PancakeSwap, SushiSwap. MetaTrader and Expert Advisor Development Custom EAs for MetaTrader 4 and MetaTrader 5 in MQL4/MQL5. Forex trading bots, scalping EAs, news trading bots, hedging systems, and risk management. MT4 and MT5 bridges to external APIs, copy trading systems, and signal services. Full backtesting, optimization, and deployment. TradingView, PineScript, and Webhook Automation Custom PineScript indicators and strategies, webhook to broker execution pipelines, and alert based trading systems. TradingView signals connected to any broker or exchange, from simple alert forwarding to multi leg strategy automation. AI Enhanced Trading and Quantitative Systems AI signal processing, pattern recognition, sentiment analysis, technical analysis engines, and adaptive execution. Backtesting with PnL analytics, drawdown tracking, and Sharpe optimization using pandas, NumPy, scikit learn, TensorFlow, backtrader, and vectorbt. Predictive ML models and reinforcement learning execution. Systematic trading, mean reversion, momentum, and trend following. I build the system, you keep the alpha. DeFi Automation and Smart Contracts Solidity and Rust contracts for liquidity management, staking, swaps, yield farming, flash loans, and on chain execution. AI assisted monitoring and anomaly detection across Ethereum, Solana, Base, BSC, Polygon, and Arbitrum, from DEX bots to full protocol infrastructure. Telegram Bots, Discord Bots, and Dashboards Telegram trading bots with alerts, one click execution, portfolio tracking, and whale watching. Discord bots with signal forwarding, copy trading, and moderation. Web dashboards with live charts, analytics, and multi exchange views. Tech Stack: Languages: Python, Node.js, Rust, Solidity, JavaScript, TypeScript, MQL4, MQL5, PineScript, C++ Blockchain: Web3.js, Ethers.js, Solana Web3, Anchor, Hardhat, Truffle AI and ML: TensorFlow, PyTorch, scikit learn, pandas, NumPy, OpenAI API, NLP, LLM Trading Platforms: MetaTrader 4, MetaTrader 5, TradingView, Interactive Brokers TWS, QuantConnect, NinjaTrader, TradeStation, Alpaca, cTrader, MultiCharts Exchange APIs: Binance, Bybit, KuCoin, Coinbase, Kraken, OKX, Hyperliquid, IBKR, Alpaca, OANDA, FXCM, Schwab, Uniswap, Raydium, PumpFun, Jupiter, CCXT Backtesting: backtrader, vectorbt, Zipline, QuantConnect LEAN Infrastructure: AWS, Docker, Redis, RabbitMQ, PostgreSQL, MongoDB, WebSockets, Kafka What Clients Hire Me For: Crypto trading bots (sniper, MEV, arbitrage, copy trading, signal bots). Algorithmic trading for forex, stocks, futures, options, and commodities. Expert Advisors for MetaTrader 4 and MetaTrader 5. Interactive Brokers automation and systematic fund execution. TradingView PineScript and webhook automation. AI trading signals, backtesting engines, and quantitative research. DeFi development, smart contract audits, and on chain automation. Multi broker API integration and trading infrastructure. Telegram and Discord bots and trading community tools. Trading dashboards, portfolio trackers, and analytics platforms. Industries: Cryptocurrency and DeFi, Forex and CFD, Equities and Options, Futures and Derivatives, FinTech, Quant Trading, Prop Firms, and Hedge Funds. Clear communication, weekly updates, and long term support. I do not disappear after delivery. Your system keeps running as markets evolve. Ready to automate? Send me a message with your setup and goals, and I will outline a plan on a quick call.

I am Kirti Kanani, a Full-Stack Developer and AI Automation Specialist with strong expertise in Laravel, WordPress, Shopify, and modern JavaScript frameworks. I build scalable applications, custom CMS solutions, and AI-powered systems using Claude AI to reduce development time and improve performance through smart automation. 🔹 My Core Expertise ✔ Create Custom Laravel Modules & Packages ✔ Develop Laravel RESTful APIs & SaaS Backends ✔ WordPress Custom Theme Development (From Scratch) ✔ WordPress Custom Plugin Development ✔ WooCommerce Customization ✔ Shopify Theme Customization ✔ Shopify Custom Features & Private App Development ✔ Claude AI Integration in Web Applications ✔ AI Automation & Low-Code Solutions using Claude ✔ React.js / Next.js / Vue.js Frontend Development ✔ React Native Mobile App Development (Android & iOS) ✔ Payment Gateway Integration (Stripe, PayPal, Authorize.Net, etc.) ✔ AWS Cloud Infrastructure Setup 💻 Technologies ⚡ Laravel (5–9) ⚡ PHP (5.6–8.1) ⚡ WordPress (Custom Theme & Plugin Development) ⚡ Shopify Customization & App Development ⚡ React.js / Next.js / Vue.js ⚡ React Native ⚡ Node.js ⚡ MySQL / PostgreSQL / Firebase ⚡ AWS Services

✅Full-time freelancer ✅8 years of 100% job success Dual proficiency in trading and programming. Python based trading software developer. In-depth knowledge of Forex, Crypto, Equities, Options and Futures Market. Skills: -Trading Logic Automation, Robots -TWS API Interactive Brokers, TWS Gateway, ib_insync, ib_async -Algo strategies, Technical Analysis Tools and Automation, Spread Trading, Spread Algorithms -Market Making Algorithms, High Frequency Trading, News Trading -AI, ollama, Open AI, Chat GPT API, Gemma 3, DeepSeek-R1, Llama 4, Phi 4, Mistral -HFT Arbitrage, Statistical Arbitrage, Triangular arbitrage -Crypto API (Binance, Huobi, OKEx, Bitfinex, Bittrex, Kraken, GDAX, BitFlyer, Poloniex) -MetaTrader 4, MetaTrader 5, MQL4, MQL5, C-Trader, Ameritrade, Oanda, Ninja Trader, Trade Station -Financial Information eXchange. FIX 4.4, 5.0, FIXT 1.1, QuickFIX -REST, Socket Programming, API Development, WebSocket, Flask, FastAPI -Order Routing, Liquidity Providing, Liquidity Aggregators, Order Matching Engine, Order Book Aggregation -TradingView, WebHooks, Alert Setup, TradingView Connection To Any Broker or Exchange