Creating Effective Experiences with AI

Full-stack developer specializing in generative AI solutions that empower people and businesses.

Background

I am a product builder and software engineer passionate about creating technology that empowers people to do more, better. My journey in tech began as a founder and then product manager, where I helped businesses scale and lead their markets—from growing an e-commerce platform by 250% YoY to revitalizing a print media business with a successful digital product.

These experiences taught me how to solve real problems, collaborate across functions, and deliver impactful, user-centric solutions.

Professional Interests

As a full-stack software developer with a focus on Generative AI, I leverage my product sense and coding skills to help businesses adopt AI in various fronts: from doing predictive analytics for recommendation systems (with Scikit-Learn), to performing EDA with AI Agents (with SmolAgents), to holding conversations with a customer knowledge base powered by an agent on LangGraph.

My technical toolkit includes Python, JavaScript/TypeScript, React, Node.js and more. I'm fascinated by the potential of AI to transform how we interact with technology and solve complex problems.

Specializations

Web Development

Building responsive, and performant web applications with modern frameworks, on TypeScript and Python

Applied Machine Learning

Implementing ML models for predictive analytics, recommendation systems, and data exploration.

Generative AI

Leveraging LLMs and agentic AI frameworks to build robust UX

Recent Projects

Research Partner (Agentic RAG)

Research Partner (Agentic RAG)

A chatbot with a custom knowledge base that responds to user questions.

Python
Langchain
LangGraph
OpenAI
FastAPI
React
Vite.js
PikPok

PikPok

A recommendation system that suggests content based on user preferences and behavior patterns.

Python
Scikit-Learn
React
Next.js
Redis
Testing the GAIA Benchmark

Testing the GAIA Benchmark

An AI Agent with general capabilities, built with LangGraph and LangChain, put to test the GAIA Benchmark.

Python
Gradio
LangGraph
LangChain