Systems Engineering
Python
Systems Thinking
Automation
Agentic AI
Data Analysis
APIs
Building intelligent systems using AI automation, systems optimization and data-driven decision making.
Projects
AI Agents Agile Simulation
A multi-agent simulation where LLMs play sprint workers with KPIs, rush factors, and QA, built to study memory-driven learning and AI-to-AI coordination without a native persistent state.
Bitcoin Sentiment Analysis with LLM Embeddings
Using raw tweet embeddings (not scalar sentiment scores) to recover a geometric “market sentiment axis” that correlates with forward BTC direction, plus confidence thresholding and walk-forward validation.