About Me
I’m an AI Engineer based in Toronto, ON, focused on building intelligent, agentic systems and scalable data-driven applications. I work primarily with Generative AI and large language models, with a strong interest in pushing Agentic AI toward more autonomous, real-world software. My experience spans designing and deploying multi-agent systems and production-grade AI applications using tools like Python, LangChain, and OpenAI. I enjoy working at the intersection of machine learning and web development, translating models and ideas into reliable, user-facing systems.
Experience
View Full ResumeLLM EngineerGreenalytica
Engineered an agentic AI chatbot and developed multi-agent RAG pipelines to help SMEs monitor sustainability metrics, while deploying scalable RESTful APIs to support complex conversational workflows.
- Agentic AI
- Retrieval-Augmented Generation (RAG)
- Backend Development
Data Scientist InternQuestrade
Enhanced data privacy compliance using detection algorithms and cloud services, analyzed client interactions to uncover intent patterns, and productionized internal support tools through automated CI/CD pipelines.
- Natural Language Processing (NLP)
- Cloud Computing
- Continuous Integration/Continuous Deployment (CI/CD)
Data Scientist InternTD
Formulated graph-based algorithms to analyze client relationships and built predictive models for customer retention, while delivering BI dashboards and automating data pipelines to improve processing efficiency.
- Algorithms
- Predictive Modeling
- Data Visualization
Software Engineer InternManulife
Refactored document ingestion architectures to optimize metadata scanning and implemented automation scripts to streamline document indexing and retrieval processes.
- Data Ingestion
- System Optimization
- Automation
Software Developer InternOtekha Health
Collaborated in an Agile environment to transform conceptual designs into proof-of-concept healthcare prototypes, and developed a microservices-oriented web application to establish a foundation for future enhancements.
- Full Stack Development
- Proof-of-Concept
- Microservices
Software Developer InternUniversity of Waterloo
Engineered computer vision software to automate document processing through image recognition techniques and provided comprehensive technical support for campus-wide software users.
- Computer Vision
- Frontend Development
- IT Support
Projects
Tooling for integrating multiple MCP servers into a unified knowledge base.
- Python
- TypeScript
- FastAPI
- Next.js
- PostgreSQL
- LangChain
- MCP
- GitHub
- Google Drive
- Slack
- Docker
A platform connecting job seekers with opportunities in the tech industry.
- TypeScript
- Next.js
- LangGraph
- Tavily
- Vercel
A comprehensive analytics platform for visualizing data trends and insights.
- Python
- TypeScript
- FastAPI
- Next.js
- PostgreSQL
- LangChain
- Plotly
- Docker
Financial market bot providing real-time information and analysis.
- Python
- TypeScript
- FastAPI
- Next.js
- LangChain
- yfinance
- Vercel
AI-powered travel itinerary generator for customized trip planning.
- Python
- LangGraph
- Amadeus
- Streamlit
Boilerplate for Flask applications with user authentication.
- Python
- Flask
- Jinja2
- PostgreSQL
