~/index · /work

A trail of shipping things.

From classical ML and computer vision on drones, to multi-agent systems running enterprise workflows. Eight years of building, several detours, one through-line: software that reaches users.

2024 — present
● live

GenAI Engineer

Zato — Bangalore

Lead agent architecture across Zato's product portfolio. Designed and shipped multi-agent systems for document intelligence (DocIQ) and operations copilots (OMS-v1). Built typed tool-calling APIs, evaluation harnesses, and prompt-versioned deployment pipelines.

claudelanggraphfastapipostgresqdrantreact
2023 — 2024

Author · From Data to World

Independent — Self-published

Wrote and published a data science book grounded in real-life narratives. Five chapters, five stories on what data actually does in production. Distributed digitally and in print.

writingpublishingstorytelling
2023 — present

Microsoft Learn Student Ambassador

Microsoft — Community Program

Run community-led workshops on GenAI, Azure ML, and responsible AI. Mentor undergraduates entering the field. Contribute talks to Microsoft Reactor events on practical agent deployment.

azurecommunitymentoringworkshops
2022 — present

Project Manager · Atria Foundation

Atria Foundation — Education

Lead initiatives to make quality education accessible. Coordinate cross-functional volunteers and partner organizations. Co-Head Events at the Charter for Compassion: AU Chapter.

program-mgmteducationpartnerships
2021 — 2023

Data Scientist (early career)

Independent · academic projects

Computer vision research on drones (mediapipe + DJI Tello). NLP and recommendation systems. Built end-to-end ML systems including Stock Market LSTM, multilingual document classification, and a Web3-integrated digital health record (DiRA).

opencvmediapipescikit-learntensorflowpytorchweb3
2019 — 2021

Foundations

Self-taught · IBM · Cognitive Classes

Python for Data Science (IBM). Data Analysis with Python (Cognitive Classes). Microsoft AI Classroom Series. First contributions to open-source. First conference talk.

pythonpandassqlstatistics

Trade notes, share ideas, or just say hi.

Working full-time at Zato. Always up for a chat about agents, RAG, or shipping AI in production.