Bridging the gap between deterministic software architecture and probabilistic Generative AI.
🟢 Status: Open to Remote Internships & Part-Time AI/ML Roles.
I am a Software Engineering undergraduate applying formal engineering principles—SDLC, Object-Oriented Design, and Formal Methods—to the wild west of AI development. I treat Large Language Models (LLMs) not as magic boxes, but as stochastic components that require deterministic guardrails and structured orchestration.
My work focuses on two core engineering pillars:
| The Builder (Agentic Systems) | The Researcher (LLM Reliability) |
|---|---|
| Architecting Multi-Agent Systems (MAS) that solve complex workflows using Google ADK and Session Isolation protocols. | Conducting behavioral meta-analysis on Google Gemini via AI Studio to diagnose failure modes like "Final Synthesis Bias." |
| Focus: Orchestration, Latency, State Management | Focus: Red Teaming, Context Engineering, Workflow Architecture |
Languages
AI & Agentic Stack
Engineering & Tools
| Project | Description | Tech Stack |
|---|---|---|
| Autonomous Research Concierge | A production-grade Multi-Agent System that interviews users to clarify intent before executing parallel research. Features Session Isolation and a recursive Draft-Critic-Validator loop. | Google ADK Python AsyncIO |
| Applied LLM Workflow Research | A behavioral meta-analysis of Google Gemini. Documents the "Master Workflow" protocol to solve "Optimal Answer Traps" and includes Red Teaming logs for historical hallucination. | AI Studio Research Markdown |
| Crypto Accumulation Scanner | Scans 1,200+ cryptocurrencies daily by cross-referencing CoinMarketCap with MEXC Futures. Classifies price action into 7 accumulation signatures and applies a log-log regression Z-score volatility model. | Google Apps Script JavaScript CoinMarketCap API MEXC API |
| WordPy Solver | An autonomous solver that reads game state directly from PIL-rendered images via pixel color sampling, then eliminates candidates using constraint-based filtering and a greedy information-gain heuristic. | Pillow Constraint Filtering Python PIL Image Reading |
| Resume & Cover Letter Assistant | A GUI-based GenAI tool implementing system-level instructions to enforce a "Career Mentor" persona. | OpenAI API Panel Python |
- Final Year Project: Building an Agentic Decision Support System that aligns student aptitude with market ROI using multi-agent reasoning.
- Research: Investigating "Context Pollution" in long-context windows (1M+ tokens).
