Professional Overview
Full-stack developer with ~4 years building AI-powered products end to end — React/Next.js frontends, FastAPI/Node backends, and PostgreSQL/Supabase, all containerized on Docker and Kubernetes. Skilled in LLM integration (OpenAI, Claude, Gemini), RAG, and agent workflows, with a data/ML foundation in PyTorch and scikit-learn. UBC Math & Data Scienc
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Built Shopify platform features across frontend, backend, and tooling.
- Designed n8n automation workflows via REST APIs and webhooks.
- Built and cleaned datasets with PostgreSQL, SQL, Pandas, and NumPy.
- Created Power BI dashboards for sales, marketing, and ops KPIs.
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Built full-stack features across React
- Designe
- PostgreSQL.
- FastAPI,
- Next.js
Key Achievements / KPIs
- Earned OTP's Best Employee Award (2022) for delivery and ownership.
- Cut manual ops work via automation pipelines and scheduled jobs.
- Improved observability with structured logging and request tracing.
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Built a web inventory & invoicing system to replace spreadsheets.
- Modeled inventory, customers, and invoices in Firebase Firestore.
- Built FastAPI backend APIs for inventory and invoice workflows.
- Added Firebase Auth with role-based access and backend validation.
Areas of Expertise
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
Data Science & Analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
