⚡ I build data warehouses that run faster and cost less. One client went from a $4,000 monthly bill to $40, with query times dropping from 84 hours to 2. I help SaaS companies, agencies, and data-heavy startups move off slow, expensive setups and onto Snowflake, BigQuery, and dbt pipelines they can actually trust. 𝐒𝐨𝐦𝐞 𝐨𝐟 𝐰𝐡𝐚𝐭 𝐈'𝐯𝐞 𝐬𝐡𝐢𝐩𝐩𝐞𝐝: ▸ Migrated 250 million records from PostgreSQL to Snowflake for a B2B data platform. Monthly cost fell from $4,000 to $40, query time from 84 hours to 2. ▸ Built the dbt and Snowflake pipeline behind an influencer dashboard serving Nike, Under Armour, and New Balance. Adding New Balance lifted annual revenue by $1.8M. ▸ Rebuilt the reporting layer for a coaching platform with 100,000 users, taking dashboard refresh from 4 to 6 hours down to near real time. ▸ Scraped 10,000+ restaurant outlets across DoorDash, Uber Eats, and Grubhub at over 98% success rate, feeding clean order data into BigQuery. 𝐖𝐡𝐚𝐭 𝐈 𝐝𝐞𝐥𝐢𝐯𝐞𝐫: ✔ ETL and ELT pipelines (Python, SQL) ✔ Cloud data warehouses (Snowflake, BigQuery, Redshift) ✔ Data migration and data modelling ✔ dbt transformations and Airflow orchestration ✔ Data ingestion (Fivetran, API integration) ✔ Web scraping and data extraction at scale (10,000+ sources, 98%+ success) ✔ Cloud infrastructure (GCP, AWS, S3, Lambda) ✔ Analytics and BI-ready datasets I'm a Google Certified Professional Data Engineer with a master's from Georgia Tech and 8+ years across these stacks. If your warehouse is slow or your bill keeps climbing, send me your current setup and I'll send back a FREE audit showing where the cost and time are going, and what I'd change first. SEE YOU IN CHAT!

You have a trading strategy. Maybe it's live, maybe it's just a backtest, maybe it's a TradingView script you don't fully trust yet. The hard part was never the idea, it's making it run reliably when real money is on the line. That's what I do. I take trading strategies from concept → backtest → production execution, and I build the infrastructure that keeps them running. I don't sell alpha, signals, or "guaranteed returns." I'm the engineer who makes sure your system actually executes, accurately, every time, under live market conditions. What I build - Backtesting & research platforms with realistic fills, slippage, and fees, so your results survive contact with live markets - Live execution engines, async, fault-tolerant, built to recover instead of crash - Exchange & broker integrations over REST, WebSocket, and FIX - Real-time market data pipelines and order management systems - Monitoring, dashboards, and the production infrastructure that keeps it all alive Recent work - Built a NautilusTrader-based backtesting platform with a live performance dashboard - Audited and validated a multi-market algo system across NQ futures, forex, and commodities I hold a 100% Job Success Score with consistent 5-star reviews, and most projects turn into long-term work. Platforms & connectivity - Custom Python systems, NautilusTrader, QuantConnect/Lean, MetaTrader 5 (MQL5), NinjaTrader, and TradingView/PineScript, including converting TradingView scripts into real Python execution systems. - Exchanges: Binance, Bybit, OKX, Coinbase, Bitget. Brokers: Interactive Brokers, Zerodha, Dhan, Upstox. - Prediction markets: Polymarket, Kalshi. Whatever your edge, market making, arbitrage (CEX/DEX/cross-exchange), mean reversion, stat arb, options, or ML-driven, I've built and validated it in production. I implement and harden strategies; I don't claim to invent them. Background Before freelancing, I spent 8+ years building trading systems professionally, including a live market-making system trading BTC and ETH across Binance and OKX with ~12ms execution and Deribit options hedging, plus cross-exchange smart order routing for institutional OTC flow. I bring that same production rigor to every project here, whether it's your first bot or a fund's execution stack. If you want to automate a strategy, fix a backtest you don't trust, connect to an exchange or broker, or take an existing system into production, that's exactly what I do. Tell me what you're building.

🔧 Services Offered:     • Algorithmic strategy development     • Backtesting and optimization     • Strategy conversion & API-based deployment     • Custom indicator development     • Trading dashboards and GUI applications     • Cloud-based deployment and configuration (AWS, Contabo)     • End-to-end trading automation solutions 🛠️ Technical Skills:     • Programming: Python, Amibroker AFL, Pine Script     • Backtesting: Python, Amibroker     • APIs: IBKR TWS, Kite Connect, Angel One SmartAPI     • Platforms: Windows, Linux     • Analysis Tools: Amibroker, TradingView, GoCharting, IB TWS     • Cloud: AWS, Contabo 🎓 Certifications:     • Algorithmic Trading using Interactive Brokers Python API     • Interactive Brokers Python API – Advanced Concepts     • Complete A.I. & Machine Learning, Data Science Bootcamp 💬 I actively build and trade my own systems, and I'm here to help fellow traders turn their ideas into powerful, automated solutions — tailored, scalable, and reliable.

I build backend systems and data products for finance-focused applications across crypto, blockchain, stocks, options and other derivatives. My work includes data pipelines, analytical tooling, automation, and AI-enabled workflows, much of it related to algorithmic trading and other data-heavy production systems.

Your business growth is just one decision away - the right AI and Data systems to make it 10x. My clients have experienced real, measurable growth: - 10x faster operations with custom AI & data automation. - 3x more inbound leads using GPT-powered chatbots. - 60% reduction in manual workload via intelligent RAG systems. - SaaS MVPs launched in weeks, generating revenue from day one. - Agentic workflows replacing entire teams of repetitive tasks. - Data pipelines built to scale as the business grows. These aren't made-up numbers and 𝘐 𝘤𝘢𝘯 𝘪𝘯𝘵𝘳𝘰𝘥𝘶𝘤𝘦 𝘠𝘖𝘜 𝘵𝘰 𝘵𝘩𝘦 𝘣𝘶𝘴𝘪𝘯𝘦𝘴𝘴𝘦𝘴 𝘣𝘦𝘩𝘪𝘯𝘥 𝘵𝘩𝘦𝘮. Most businesses sit on goldmines of data and never use it. I change that. And that's exactly what I build. I'm a Generative AI & Data Engineer, 5+ years, 50+ systems built. I work with SMEs, startups, and scaling businesses that are serious about using AI as a real growth engine. My weapon of choice: OpenAI, LangChain, LlamaIndex, FastAPI, and cloud-native data infrastructure crafting AI and data systems that are razor-sharp, strategically driven, and built to grow your business. 𝗪𝗵𝗮𝘁 𝗜 𝘀𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗲 𝗶𝗻: → Generative AI & LLM Integration (GPT-4, Claude, Gemini, Mistral) → RAG Systems (retrieval-augmented pipelines with custom knowledge bases) → GPT Chatbots & Conversational AI (sales, support, internal tools) → Agentic AI & Multi-Agent Workflows (LangGraph, AutoGen, CrewAI) → SaaS MVP Development (AI-first products, fast to market) → Data Engineering (ETL pipelines, warehouses, Spark, Airflow, dbt) → AI-Powered API & Backend Architecture 𝗜'𝗺 𝗻𝗼𝘁 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗳𝗶𝘁 𝗶𝗳: → You want a quick ChatGPT wrapper with no real strategy behind it. → You already have a fixed solution in mind and just need blind execution. → You're not open to feedback, iterations, or the engineering process. → Budget is the only deciding factor for you. Still not sure? Let my work speak - → Every project in my portfolio is a real client, real brief, real result. → No concept work. No mockup fillers. No fake case studies. If you want proof before you commit, just ask. I'll walk you through the story behind any project you see.

# Algorithmic Trading Developer | Python | MQL4/MQL5 | TradingView | cTrader cBots I develop high-performance algorithmic trading systems, custom indicators, and automated trading bots for Forex, Crypto, Stocks, Futures, and Options markets. I specialize in **Python, MetaTrader (MT4/MT5), TradingView Pine Script, and cTrader cBots (C#)**, helping traders, proprietary trading firms, and investment companies transform trading ideas into reliable, production-ready automated systems. With hands-on experience as an active trader, I understand strategy development, execution quality, risk management, slippage, spread behavior, and real-world market conditions. This practical knowledge enables me to build trading software that is not only technically sound but also designed for live trading environments. ## What I Build * Fully Automated Trading Bots * MetaTrader 4 Expert Advisors (MQL4) * MetaTrader 5 Expert Advisors (MQL5) * cTrader cBots (C#) * Custom cTrader Indicators * TradingView Indicators & Strategies (Pine Script) * Python Trading Bots * Crypto Trading Bots * Forex Trading Robots * Stock & Futures Trading Systems * Signal Automation Platforms * Telegram & Discord Signal Execution Bots * Trade Copier Solutions * Portfolio & Risk Management Systems * Backtesting & Strategy Optimization Frameworks * Walk-Forward Testing & Performance Analysis * Broker & Exchange API Integrations * Webhook-Based Trading Automation ## Technologies & Platforms **Programming Languages** * Python * MQL4 * MQL5 * Pine Script * C# **Trading Platforms** * MetaTrader 4 * MetaTrader 5 * TradingView * cTrader **Broker & Exchange APIs** * Binance * Bybit * Interactive Brokers (IBKR) * REST APIs * WebSocket APIs * MetaTrader APIs * Custom Trading APIs **Development Tools** * Git * Docker * AWS * SQLite * PostgreSQL * Redis ## Why Clients Work With Me * Strong expertise in algorithmic trading and financial software development. * Clean, scalable, and well-documented code designed for long-term maintainability. * Experience building custom trading systems across Forex, Crypto, Stocks, Futures, and Options markets. * Deep understanding of trading logic, execution, position sizing, and risk management. * Thorough backtesting, optimization, and validation before deployment. * Reliable communication, regular progress updates, and post-delivery support. ## Education **Bachelor of Science in Software Engineering (In Progress)** National University of Modern Languages (NUML), Pakistan My academic background complements my practical experience in software engineering, algorithms, data structures, automation, distributed systems, and financial technology. Whether you need a custom indicator, a fully automated trading robot, a cTrader cBot, a MetaTrader Expert Advisor, a TradingView strategy, or a complete quantitative trading platform, I can help transform your ideas into reliable, efficient, and production-ready trading software. If you're looking for a developer who understands both software engineering and real-world trading, I'd be happy to discuss your project.

I build AI agents and automation systems for business workflows. I help teams turn repeatable manual work into reliable AI-assisted systems: research agents, reporting agents, CRM and sales ops copilots, support assistants, ecommerce workflows, knowledge-base/RAG tools, API integrations, dashboards, alerts, and internal operations tools. A good AI agent is not just a chatbot. It needs clear inputs, connected tools, business rules, memory or knowledge retrieval when useful, logging, review points, and a predictable output format. I focus on shipping systems that fit the way your team already works. Typical builds include: - OpenAI, Claude, and LLM API integrations - RAG and knowledge-base search over documents, websites, or internal data - Research agents that collect, summarize, enrich, and structure information - CRM and sales operations copilots - Customer support and internal operations assistants - AI-assisted reporting, alerts, and dashboards - n8n, Zapier, Make, Airtable, Google Sheets, Slack, email, and API workflows - Custom internal tools around repeatable business processes I also have deep experience with trading software, broker APIs, market data, dashboards, backtesting, and execution tooling. I use that background as proof that I can handle complex APIs and data-heavy systems. I do not sell AI as a guaranteed way to generate trading returns. If you have a workflow that is currently manual, repetitive, or spread across too many tools, I can help turn it into a clear AI-assisted system with defined inputs, outputs, review steps, and success criteria.

I am passionate about adding value to your life, by streamlining the trading processes through automation. Giving tailored solution for your systems is my first priority. For me, this means working closely with you to ensure that you receive the user-friendly software. I enjoy thinking outside the box and finding just the right solution for your trading business needs. For over three years, I have been serving as Trading Automation expert in full time and freelance roles on different platforms. Python and VBA based automation is my primary expertise. I’ve successfully delivered automated trading softwares along with backtesting functionalities. I have helped multiple clients setting up their bots in cloud based platform such as AWS. That enables them to run the bot 24x7 on the server requiring no manual intervention straight for a week. I have expertise working with several broker platforms including Interactive Brokers, TD Ameritrade, Tradovate and Zerodha Kiteconnect. I can seamlessly integrate other tools such as Quantconnect, Tradingview, Telegram in the automation process. These are a few of the functionalities I have coded in these bots: 1. Getting historical/ live data from Broker API. I generally use IB Insync Python API in case of Interactive Brokers 2. Getting signals directly from subscription based Websites such as tradingaddicts if the website allows bot activity 3. Reading signals from your Email if subscription service sends you standard automated email whenever the signal is generated 4. Getting data from any other Free/ Paid API including Yahoo Finance 5. Processing raw data to calculate indicators/ signals. I can create custom indicators as per your requirement or we may use standard libraries such as ta-lib 6. Order placement and order management 7. Risk management 8. Portfolio management 9. PyQT based GUI Dashboard for input settings and program status 10. Email/ Telegram updates for actions taken by bot 11. Market scanners My Expertise Areas - • Interactive Brokers API Integration (Using Python and ActiveX client) • Amazon Workspaces • Web Scraping • RESTful API Integration • Signal extraction from emails • Visual Basic (Creation of Macros) • Advanced MS Excel, Access, Power Point, MS Word, Outlook and Publisher VBA Programming • Google Scripts • Automation of Reports • Automation of spreadsheet

[NEW] You can talk-to-my-work using the link in the portfolio section! Are you looking for a Python expert to build cutting-edge trading systems, optimize financial data workflows, or develop scalable APIs? With 3+ years of experience in full-stack development and 50 successful freelance projects generating $150k, I specialize in delivering high-performance solutions for hedge funds, retail traders, and FinTech startups. 𝗪𝗵𝗮𝘁 𝗜 𝗢𝗳𝗳𝗲𝗿: Algorithmic Trading Systems: Custom strategies with IBKR, Binance, and CCXT integrations. Financial Data Analytics: Forecasting (ARIMA, SARIMA), NLP-based news analysis, and portfolio optimization. Scalable Backend Systems: APIs and serverless architectures using FastAPI, Flask, and AWS. Cloud Computing: Deployment, CI/CD workflows, and database integration with AWS tools. 𝗧𝗲𝗰𝗵 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 Languages: Python (Flask, Django, FastAPI), Advanced Data Structures. Tools: Redis, Celery, PostgreSQL, AWS (Lambda, API Gateway, DynamoDB). Data Science: Pandas, NumPy, scikit-learn, and geospatial analysis (GeoPandas). 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 & 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: Certified AWS Machine Learning Specialist – Expertise in scalable AI/ML systems for finance. Upwork Skill Certification: Python Development & Back-End Development – Verified proficiency. AI/ML Quantitative Developer (QuantPy) – Advanced application of AI in quantitative finance. 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲? I tailor solutions to your unique business needs, ensuring quality and scalability. I’m a strong communicator who delivers on time, every time. I’m committed to long-term collaborations and helping your business grow. Let’s create impactful solutions together! Message me today, and I’ll be happy to discuss your project.

Have a trading idea but tired of manual execution? I specialize in taking your strategy and converting it into a fully automated trading bot or scanner that runs with precision — no emotions, no missed trades. I don’t sell strategies or guarantee profits. Instead, I help traders and investors bring their own ideas to life, rigorously backtest them, and deploy them into reliable, automated systems. 1. Custom Trading Bots (Your Strategy → Automated) Implement your exact entry & exit rules in code Risk management features: stop loss, take profit, position sizing, equity-based scaling Compatible with APIs like Schwab, Polygon, Finnhub, Interactive Brokers, Alpaca, Yahoo Finance, etc. Runs 24/7, cloud-deployed for reliability 2. Market Scanners & Screeners Real-time alerts when your strategy conditions are met Multi-timeframe (daily/weekly/monthly) confirmations Technical filters: RSI, MACD, Heikin Ashi, volume spikes, moving averages, etc. Fundamental data screeners for stock selection 3. Strategy Research & Backtesting Extensive historical testing to validate your idea before going live Reports with win rate, drawdowns, profit factor, Sharpe ratio, and more Fine-tuning & parameter optimization 4. End-to-End Platform Development Mobile & Desktop apps (Flutter: iOS, Android, Windows, MacOS) Backend automation with AWS Lambda, API Gateway, DynamoDB, EC2 Dashboards to monitor bot activity & trading performance Why Work With Me ✅ I don’t promise profits — I promise precision. Your strategy, coded exactly as you want. ✅ Research-driven – I can help backtest and stress test your ideas to see how they would’ve performed historically. ✅ Trader + Engineer – I understand both the financial logic and the technical implementation. ✅ Cloud-ready – Bots can be deployed securely on AWS/GCP for scale & uptime. 💡 Whether you want to test your idea against years of market data, set up a scanner that alerts you instantly, or run a full-fledged trading bot, I’ll help you make it real. Let's Collaborate! I'm excited to bring your projects to life with precision and dedication. Feel free to reach out to discuss how I can contribute to your success.