I am a machine learning and artificial intelligence expert with the goal to find their application in the Financial Markets. Using language like python and its libraries like matplotlib, scikit learn, numpy, backtrader

I build AI and financial systems that solve hard problems, not just "demos," but production-ready tools. Most developers can run a script. I build systems that understand context, predict markets, and automate the boring stuff so you can focus on growth. If you’re looking for a developer who understands both complex math (Quant Finance) and modern code (Generative AI/Python), here is what I bring to your project: 1. I Build Trading & Financial Models That Work You can't guess with money. I use rigorous data science to find the signal in the noise. Algorithmic Trading: I’ve built prediction models (using LSTM & XGBoost) that beat standard baselines by 17% in emerging markets. Risk & Portfolio Mgmt: I don't just scrape data; I apply Markowitz and Black-Litterman models to optimize portfolios. Real Experience: I built 'Vestara,' an AI platform that forecasts stock prices and explains financial regulations using a custom-tuned LLM. 2. AI That Actually Understands Language (NLP) I go beyond basic ChatGPT wrappers to build custom, fine-tuned solutions. Voice AI: I engineered a customer support voice bot for logistics that responds in under 0.5 seconds (faster than human latency). Custom LLMs: I have experience fine-tuning models on specific legal/regulatory documents so they give accurate, cited answers not hallucinations. 3. I Automate the Manual Grind If your team is using Excel to do the same thing every day, I can fix that. The Proof: I automated a client onboarding process for a capital firm, cutting the time per client from 50 minutes down to 10 minutes (an 80% reduction). The Tech: I use Python, Next.js, and smart scripting to turn hours of manual data entry into a single click. My Toolkit: Code: Python (Expert), TypeScript, Next.js. Data & ML: Pandas, PyTorch, Scikit-learn, TensorFlow. Finance: QuantConnect, Backtrader, Technical Analysis libraries. I do the work myself no outsourcing, no agencies. If you want a technical partner who cares about the details as much as you do, let's talk. Click "Invite" and let me know what you're building. You can view my profile at -> prameshluitel.com.np

I'm a hands-on developer in Hong Kong with over 5 years of experience building production-grade Python backends, self-hosted AI agent infrastructure, and algorithmic trading systems. I've delivered projects for some of Hong Kong's top corporates including Cathay Pacific, FWD, virtual banks, and major banks, so I know what enterprise-grade reliability looks like. I work with FastAPI, PostgreSQL, Backtrader, React, and TypeScript. I deploy AI coding agents like Hermes Agent and OpenClaw on local servers and cloud VMs, wire them up to Telegram, Slack, and Discord, and set up cron-based task pipelines that run on their own. On the trading side, I build live trading engines hooked into Interactive Brokers, with LLM-driven experiment loops that propose, test, and commit strategy improvements without human intervention. I care about systems that actually work and dashboards that make sense. Direct communication, clean code, on-time delivery. Looking to automate complex workflows or build AI-powered systems? Reach out and let me know what you want!

CAREER SUMMARY Senior Frontend / React Engineer with 9+ years of experience designing, architecting, and delivering scalable, high-performance web applications in enterprise environments. Expert in React, TypeScript, and modern frontend architecture, with a strong track record of leading technical initiatives, building design systems, optimizing performance, and mentoring engineers. Recognized for driving frontend strategy, improving development efficiency, and delivering business-critical features used at scale. PERSONAL PROJECT Algorithmic Trading Platform * Developed an algorithmic trading bot using Python and Backtrader. * Implemented data analysis pipelines, backtesting, and forward-testing strategies. * Built a Discord-based notification system to monitor trading activity and execution in real time.

𝑰 𝒃𝒖𝒊𝒍𝒅 𝒕𝒓𝒂𝒅𝒊𝒏𝒈 𝒃𝒐𝒕𝒔 . I'm Blockchain developer 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 you need blockchain solutions, idea implementations, automation or your own setup — that's exactly what I do. ⸻ 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱: ▸ Custom Trading Bots & 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-300ms latency. Solana sniper bots, cross-exchange crypto arbitrage, futures scalping, options execution — built it all. ▸ Broker & Exchange Integrations Direct API integration: Binance, Bybit, KuCoin, Coinbase, Kraken, OKX, MEXC, Hyperliquid, Interactive Brokers (IBKR/TWS), Alpaca, TradeStation, Schwab, OANDA, FXCM, cTrader, DXTrade, Tradovate, NinjaTrader. REST APIs, WebSocket feeds, FIX protocol. Low-latency order routing, order book parsing, multi-broker orchestration, 24/7 uptime. DEX: Uniswap, Raydium, Jupiter, PumpFun, PancakeSwap, SushiSwap. ▸ MetaTrader & Expert Advisor Development Custom EAs for MetaTrader 4 and MetaTrader 5 in MQL4/MQL5. Forex trading bots, scalping EAs, news trading bots, hedging systems, risk management. MT4/MT5 bridges to external APIs, copy trading systems, signal services. Full backtesting, optimization, and deployment. ▸ TradingView, PineScript & Webhook Automation Custom PineScript indicators and strategies, webhook-to-broker execution pipelines, alert-based trading systems. TradingView signals connected to any broker or exchange — from simple alert forwarding to multi-leg strategy automation. ▸ AI-Enhanced Trading & Quantitative Systems AI signal processing, pattern recognition, sentiment analysis, technical analysis engines, adaptive execution. Backtesting with PnL analytics, drawdown tracking, Sharpe optimization using pandas, NumPy, scikit-learn, TensorFlow, backtrader, vectorbt. Predictive ML models, reinforcement learning execution. Systematic trading, mean reversion, momentum, trend following — I build the system, you keep the alpha. ▸ DeFi Automation & Smart Contracts Solidity and Rust contracts for liquidity management, staking, swaps, yield farming, flash loans, on-chain execution. AI-assisted monitoring and anomaly detection. Ethereum, Solana, Base, BSC, Polygon, Arbitrum — DEX bots to full protocol infrastructure. ▸ Telegram Bots, Discord Bots & Dashboards Telegram trading bots with alerts, one-click execution, portfolio tracking, whale watching. Discord bots with signal forwarding, copy trading, moderation. Web dashboards with live charts, analytics, multi-exchange views. ⸻ Tech Stack: Languages — Python, Node.js, Rust, Solidity, JavaScript, TypeScript, MQL4, MQL5, PineScript, C++, EasyLanguage Blockchain — Web3.js, Ethers.js, Solana Web3, Anchor, Hardhat, Truffle AI/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 Infra — 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, commodities — Expert Advisors for MetaTrader 4 / MetaTrader 5 — Interactive Brokers automation & systematic fund execution — TradingView PineScript & webhook automation — AI trading signals, backtesting engines, quantitative research — DeFi development, smart contract audits, on-chain automation — Multi-broker API integration & trading infrastructure — Quantitative systems & high-frequency execution — Telegram/Discord bots & trading community tools — Trading dashboards, portfolio trackers, analytics platforms — Forex scalping bots, news trading, hedging systems ⸻ Industries: Cryptocurrency & DeFi · Forex & CFD · Equities & Options · Futures & Derivatives · FinTech · Quant Trading · Prop Firms · Hedge Funds Clear communication, weekly updates, long-term support. I don't disappear after delivery — your system stays profitable as markets evolve. Ready to automate? Message me

💪 **7+ Years of Experience** | 🎯 **550+ Successful Projects Delivered** | 🏢 **Former Acceletrade Technologies Professional** | 🎓 **IFTM University Skill Certified** *"My success is measured not by what I deliver, but by how satisfied you are with the results."* Looking to optimize your trading strategies and automate execution with institutional-grade precision? I design, develop, and deploy professional algorithmic trading systems engineered for real capital, real volatility, and real-world execution constraints. My expertise spans NinjaTrader, TradeStation, CTrader, QuantConnect, MetaTrader (MT4/MT5), Python, Pine Script, Interactive Brokers (IBKR), and custom API-driven trading infrastructures. Over the last 7+ years, I have successfully delivered 550+ quantitative trading projects across US equities, options, futures, Forex, cryptocurrencies, and Indian markets. As a former Acceletrade Technologies professional, I worked on advanced algorithmic trading solutions, execution frameworks, strategy automation, and broker-integrated trading infrastructure designed for live market deployment. ## What I Build I don't build simple trading bots. I build robust execution systems designed to survive live market conditions. My systems are engineered with: • Broker-integrated execution architecture • Low-latency order management • Advanced risk-control frameworks • Position sizing automation • Drawdown protection mechanisms • Multi-account deployment support • Real-time monitoring and alert systems • Production-grade reliability and fault tolerance ## Global Market Experience ### US Equities, Futures & Options Developed automated trading systems integrated with: • Interactive Brokers (IBKR) • Alpaca Markets • TradeStation • TD Ameritrade Including: • Systematic equity strategies • ETF rotation models • Options spreads & volatility trading systems • Futures execution engines • Portfolio-level risk management ### Forex Markets Built professional MT4/MT5 Expert Advisors integrated with: • OANDA • FXCM • IC Markets • Pepperstone Features include: • Dynamic lot sizing • Volatility-adjusted stop losses • Equity protection models • Multi-timeframe analysis engines • Advanced order management systems ### Cryptocurrency Markets Integrated with: • Binance • Bybit • Coinbase • Kraken • Delta Exchange Built and deployed: • Perpetual futures trading systems • Arbitrage frameworks • Market-making algorithms • Funding-rate strategies • High-speed WebSocket execution engines ### Indian Markets Extensive experience building automated trading infrastructure using: • Zerodha Kite Connect API • Upstox API • Angel One SmartAPI • Alice Blue API Including: • NIFTY & BANKNIFTY options automation • Intraday and positional strategies • Margin-aware execution systems • Broker-compliant risk management frameworks • Portfolio and multi-strategy deployment solutions ## Technical Expertise Programming & Platforms: • Python • MQL4 / MQL5 • Pine Script • NinjaScript (NT8) • C# • QuantConnect Lean Framework • REST APIs & WebSockets Python Stack: • Pandas • NumPy • Backtrader • VectorBT • AsyncIO • SQL Databases • Event-Driven Architectures ## Research, Backtesting & Validation Every strategy is tested under realistic market assumptions: • Slippage modeling • Spread simulation • Commission and fee analysis • Walk-forward optimization • Monte Carlo testing • Out-of-sample validation • Robustness and stress testing The objective is simple: Build strategies that can survive live execution—not just produce attractive backtest reports. ## Infrastructure & Deployment • VPS & cloud deployment • Multi-account architecture • Copy trading systems • Trade replication frameworks • Real-time monitoring dashboards • Auto-reconnect systems • Fail-safe execution logic • Comprehensive logging and analytics ## My Approach Every trading system is built around three principles: 1. Capital Preservation 2. Execution Efficiency 3. Statistical Robustness Risk management is not an add-on feature—it is embedded into the architecture from the beginning. Whether you need a custom trading algorithm, MT5 Expert Advisor, IBKR automation, QuantConnect strategy, Pine Script indicator, options trading engine, or complete end-to-end trading infrastructure, I can help build a scalable and production-ready solution tailored to your requirements. If you're managing serious capital and need robust, data-driven algorithmic trading infrastructure built to institutional standards, let's discuss your project.

Are you struggling to use AI for your business? You're not alone. Many organizations and founders face similar roadblocks. Stope wasting more resources today! I'm here to help and will respond within 24h. And in most cases, already with a fully functional prototype based on your requirements. What I Offer: - Project Planning – Plan AI projects for success - Data Automation – Automate tasks to save time - Data Visualization – Turn data into simple visuals - AI Model Integration – Select appropriate models and integrate - Causal Analysis – Find true reasons for outcomes How I Work: I’m not just a developer, I’m your technical partner. I help you: - Find solutions tailored to your needs - Provide clear steps and communication - Integrate latest tools according to your needs and requirements - Focus on overdelivering and long-term success 🔍 Not a good fit if: - You’re just looking for a budget developer and want the cheapest option - You don’t have clear goals or ideas ✅ Perfect fit if: - You need expert AI guidance - You value strategic insights and effective results - You need clear communication with professional planning and execution. Don’t worry too much about the tech. Let's get in touch.

🛑 STOP losing money on bad trading EAs. Let me build you a PROFITABLE, BACKTESTED trading system that actually works. I'm a Computer Engineer specializing in algorithmic trading with 5+ years of hands-on experience building production-grade trading systems for XAUUSD, Forex majors, and Crypto pairs. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✅ Custom MetaTrader Expert Advisors (MT4/MT5) ✅ TradingView Pine Script Indicators & Strategies ✅ Python Trading Bots (Binance, Bybit, MT5 Bridge) ✅ AI-Powered Trading Assistants (LLM + Market Data) ✅ Risk Management Systems (BE, Trailing, Smart Reversal) ✅ Backtesting & Walk-Forward Optimization ✅ Multi-Strategy Portfolio Bots ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHY CLIENTS HIRE ME: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔹 INSTITUTIONAL-GRADE CODE — Modular architecture, clean documentation, version-controlled. Not spaghetti code you'll never debug. 🔹 12-LAYER DECISION ENGINE — My bots don't trade on one signal. They validate 12+ factors: Market Regime, HTF Trend, Liquidity Sweep, Market Structure (BOS/CHoCH), Order Blocks, FVG, Premium/Discount, Volume, Volatility, News Filter, Risk Limits, Confidence Score. 🔹 RISK-FIRST DESIGN — Every EA ships with: Max Daily Loss, Max Consecutive Losses, Spread Filter, BE+0, Trailing Lock, Position Sizing. Capital preservation > profit. 🔹 REAL BACKTEST PROOF — I don't just code. I backtest 5+ years of data, run Monte Carlo simulations, walk-forward analysis, and show you actual metrics (Sharpe, Profit Factor, Max DD, Win Rate). ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TECHNICAL STACK: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Languages: MQL5, MQL4, Pine Script (v5), Python • Platforms: MetaTrader 4/5, TradingView, Binance API, Bybit API • AI/ML: LLM integration, Pattern Recognition, Market Regime Detection • Data: Multi-timeframe analysis, Tick data, OHLCV pipelines • Tools: Git, Docker, Jupyter, Backtrader , Zipline ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💬 WHAT YOU'LL GET: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1️⃣ Free 15-min consultation — Tell me your strategy, I'll tell you if it's buildable 2️⃣ Detailed proposal with timeline, deliverables, and price 3️⃣ Weekly progress updates with screenshots & backtest reports 4️⃣ 30-day post-delivery support — FREE bug fixes 5️⃣ Full source code + documentation (no black boxes) ⚡ Average delivery: 7-14 days for standard EA, 21-30 days for complex multi-strategy systems. 📩 Send me a message with your strategy idea. I'll respond within 2 hours (GMT+3, Iraq).

I am a skilled developer specializing in fully automated trading robots (Expert Advisors), custom indicators, and algorithmic trading strategies. With expertise in MQL4/MQL5 (MetaTrader), Pine Script (TradingView), and Python, I design robust trading systems that execute trades autonomously based on predefined rules, technical indicators, or machine learning models. My solutions help traders eliminate emotional decision-making, enhance precision, and capitalize on market opportunities 24/7. Whether you need a scalping EA, a trend-following bot, or a custom indicator, I develop high-performance tools tailored to your trading style. Services Offered 1. Automated Trading Robots (Expert Advisors - EAs) Strategy Development: Convert your trading ideas into fully automated EAs. Backtesting & Optimization: Ensure profitability with rigorous historical testing. Risk Management: Implement stop-loss, take-profit, trailing stops, and position sizing. Multi-Currency & Multi-Timeframe Bots: Scalable solutions for diverse trading conditions. 2. Custom Indicators & Scripts Unique Technical Indicators: Built in MQL5, Pine Script, or Python. Alerts & Notifications: Email, SMS, or mobile alerts for trading signals. Market Scanning Tools: Identify trading opportunities in real time. 3. Algorithmic Trading Strategies Quantitative Analysis: Statistical arbitrage, mean reversion, momentum strategies. Machine Learning Integration: Predictive models using Python (TensorFlow, Scikit-learn). High-Frequency Trading (HFT): Low-latency execution for fast-moving markets. 4. TradingView Pine Script Development Custom Indicators & Strategies: For TradingView users. Backtesting & Visualization: Clear, actionable trading signals. 5. Fixes & Optimizations Bug Fixes: Resolve issues in existing EAs or indicators. Performance Enhancements: Optimize execution speed and reduce slippage. Why Choose Me? ✅ Proven Experience: Developed 50+ EAs, indicators, and trading algorithms. ✅ Clean & Efficient Code: Well-structured, commented, and easy to modify. ✅ Rigorous Testing: Backtesting, forward testing, and live deployment support. ✅ Custom Solutions: Tailored to your broker, trading style, and risk tolerance. ✅ Fast Delivery & Reliable Support: Ongoing maintenance and updates available. Technologies & Platforms Programming Languages: MQL4, MQL5, Pine Script, Python Platforms: MetaTrader 4/5, TradingView, cTrader, Interactive Brokers, Binance API Libraries: Pandas, NumPy, TensorFlow, Backtrader, TA-Lib Let’s Build Your Automated Trading System! Whether you're a retail trader, hedge fund, or prop firm, I can turn your strategy into a high-performing automated system. Let’s discuss your project—message me today! Portfolio Samples Available Upon Request (Live trading results, backtest reports, or code snippets can be shared privately)

I turn trading ideas into working code — and I speak both languages: markets and software. I've built and traded my own systematic strategies, so you won't need to explain what a trailing stop or position sizing means. Send me your rules in plain English; you get clean, tested code back. What I deliver: - Python strategy backtests (vectorbt / backtrader) with honest, no-hype reports: equity curve, drawdown, win rate, parameter sensitivity - Trading bot automation: crypto exchanges via CCXT, TradingView webhook execution, alerts - TradingView Pine Script indicators & strategies - Performance-critical components in Rust when speed matters - Deployment and reliability: I run production Linux servers, so your bot doesn't just work — it stays up - Clear documentation so you can run and modify everything yourself How I work: written spec first, fixed scope, fixed price, 2 revision rounds included, fast async communication. I implement your logic faithfully and report results honestly — I don't sell profit promises, and you should be suspicious of anyone who does. Your strategy stays yours: full code ownership and full confidentiality. Have a strategy idea? Send me your rules — I'll tell you quickly whether it's feasible and what it would cost.