Bridging the gap between traditional enterprise intelligence and production Generative AI.
I am a results-driven Senior Data Analyst with over 4 years of experience delivering machine learning, business intelligence, and data engineering solutions. Currently based in Toronto, Canada, I specialize in transforming raw enterprise data into actionable insights while actively exploring the frontiers of modern AI engineering.
I am deeply passionate about AI architectures and continuously developing in my personal workspace:
- Advanced RAG Pipelines: Implementing Hybrid Search, Vector-less Graph RAG (with
networkx), and Self-Reflective RAG architectures. - Agentic Workflows: Designing autonomous ReAct agents and robust function-calling systems using LangGraph and LlamaIndex.
- Local LLMs & Fine-Tuning: Running local inference via Ollama (
llama3.2,qwen2.5) and fine-tuning targeted task-specific adapters using LoRA/PEFT. - AI Evaluation: Leveraging evaluation frameworks like RAGAS to rigorously validate retrieval quality and generation fidelity.
| Category | Technologies |
|---|---|
| Data & Business Intelligence |     |
| Languages & Engineering |     |
| AI & LLM Ecosystem |     |
Here is a snapshot of my coding activity and contributions over the last 12 months:
“Transforming raw data into actionable insights and exploring the frontiers of AI.”