Experience
2025 — Now
New York, United States
• Architected a multi-threaded Python options analytics platform with 6 concurrent threads, lock-based shared state, and clean separation of live execution and research workflows.
• Built end-to-end quant infrastructure: WebSocket streaming → real-time analysis → ML inference → signal generation → risk gating → Discord alerting → SQLite persistence → auto-retrain.
• Reduced debugging time with structured audit logs (JSONL per-decision tracing), replay scripts, and comprehensive test coverage across 435+ test cases.
• Implemented 14+ Discord webhook integrations with rate limiting (50 msg/min), strategy-specific routing, and error channel fallback for system monitoring.
What does it do?
• Real-time SPX 0DTE options trading system that streams live quotes via Charles Schwab WebSocket, computes gamma exposure walls, and generates credit spread signals every 60 seconds.
• Processes per-strike Greeks (delta, gamma, theta, vega, vanna, charm) across 240 option contracts to identify dealer hedging pressure zones and structural wall levels.
• Runs 4 ML models (RandomForest regime, XGBoost profitability filter, Hidden Markov regime, LSTM price predictor) plus 4 quantitative modules (GARCH(1,1), Bayesian Signal Scorer, Volume Regime Classifier, Move Exhaustion Tracker).
• Sends actionable trading alerts with strikes, targets, and stops to 14+ Discord channels covering 0DTE, monthly LEAPS, breakout, momentum, mean reversion, volatility, order flow, ORB, and wall-break strategies.
• 9-tab Streamlit dashboard for real-time monitoring of market state, option chain, signals, performance, risk/Greeks, flow intelligence, ML models, system health, and easy view for beginners.
• Persists per-minute greeks snapshots for reproducible backtesting with walk-forward validation, OOS holdouts, and temporal train/test splits (no look-ahead bias).
2025 — Now
2025 — Now
Team: Intelligent automation and RPA Admin
• Building AI Agent Testing Framework (LangSmith, LangChain, LangGraph)
• Administered and optimized 10+ AWS EC2-hosted Automation Anywhere RPA systems, ensuring high availability and seamless execution, resulting in significant operational efficiency gains.
• Engineered and deployed automation solutions within Salesforce to generate standardized reports and developed critical monitoring tools for Salesforce sandbox status, improving team data access.
• Contributed to the optimization of Salesforce data masking techniques, reducing processing time by 50% (from 6 hours to 3) and achieving measurable performance gains and system integrity.
2024 — 2024
2024 — 2024
New York City Metropolitan Area
Team: DevSecOps Engineering
• Developed and deployed a Java app on AWS-ECS, integrating Boomi API and AWS S3, reducing errors by 55% through proactive monitoring and notifications.
• Implemented a Splunk dashboard and alert system, using Machine Learning to detect outliers, improving error detection and response times.
• Designed and developed a monitoring service, from concept to deployment, resulting in a highly praised project that continues to assist the Boomi team.
2023 — 2023
2023 — 2023
Selected from a competitive applicant pool to be part of the Google x Basta GSWEP Program to work 1:1 with a Google Software Engineer solving technical problems.Selected from a competitive applicant pool to be part of the Google GSWEP Program to work 1:1 with a Google Software Engineer solving technical problems.
2023 — 2023
2023 — 2023
New York, United States
Team: Digital Experience Tracking
• Developed patent technology for voice-based automated testing using AI at American Express as part of the Digital Experience Tracking team.
• Led and implemented a Python-based automated testing system from scratch using Selenium and WebDriver, contributing 400+ lines of custom method functions.
• Deployed project locally and internally using Docker and Jenkins pipeline into internal cloud platform Hydra.
Education
Hunter College
Bachelor's degree
2020 — 2024
CodePath
Technical Interview prep 102
2023 — 2023
CodePath
Computer Software Engineering
2022 — 2023
CodePath
Web development
2023
Academy of American Studies
High School Diploma
2016 — 2020