I'm a self-taught engineer turned Engineering Manager with 9+ years of experience across the full software landscape. I've built WhatsApp bots before the APIs existed, shipped mobile apps to half a million users, migrated enterprise databases with zero downtime, and now lead AI product engineering at Magnit Global. I'm a generalist at heart: I'll pick up whatever language, framework, or paradigm the problem demands and ship something that works. My real obsession is keeping up with where software is going — especially AI — and finding ways to put it to use before it becomes mainstream.
Languages: JavaScript · TypeScript · Java · Python · Bash · PHP · SQL
Frameworks: React · Angular · Ionic · Express · NestJS · SpringBoot · Laravel · Camunda
Databases: MySQL · Postgres · pgvector · Oracle · MSSQL · MongoDB
DevOps: Docker · Kubernetes · AWS · Helm · GitHub Actions · GitLab Pipelines · Kafka · Debezium
AI / LLM: LLM integration · OpenAI GPT series · RAG pipelines · pgvector · Agentic systems · LiteLLM · Prompt engineering
Engineering Manager, AI · Oct 2023 – Present
Managing a team of 11 engineers building Maggi — Magnit's GenAI companion that automates contingent workforce
management tasks, surfaces workforce insights, and is embedded across the Wand VMS and Direct Sourcing platforms.
Drove the AI architecture from the ground up: LLM orchestration, RAG pipelines over pgvector, Angular frontend.
Stack: Python · OpenAI GPT series · pgvector · Angular.
Lead Software Engineer · Nov 2021 – Oct 2023
Architected a real-time data pipeline using Kafka and Debezium to enable a near-zero-downtime Oracle-to-Postgres
migration across production systems, coordinating with 20+ engineering teams. Led a parallel MSSQL-to-Postgres
migration and repurposed the streaming infrastructure to feed a company-wide OLAP data warehouse. Built a centralised
internationalisation hub used across all products post-acquisition.
Lead Full Stack Engineer · Jun 2021 – Nov 2021
Led mobile and web engineering for an HR tech SaaS platform — delivering high-impact product features across a
fast-paced roadmap as the company prepared for acquisition. Stack: Node.js · React.
Senior Software Developer · Jun 2020 – Jun 2021 |
Software Developer · Jun 2017 – Jun 2020
Built PSCTalks end-to-end as sole developer — an exam coaching app that grew to 500k+ downloads and a 4.6-star
Google Play rating. Engineered a WhatsApp Business automation interface using Selenium before official APIs existed.
Delivered a full-stack calorie tracker for a UAE client and led a workflow engine migration from Alfresco Activiti
to Camunda for an enterprise client.
Some things I've built or shipped:
- Maggi — Magnit's GenAI companion for contingent workforce management. Enterprise-grade, in active production, team of 11. Stack: Python · OpenAI · pgvector · Angular.
- PSCTalks — Full-stack PSC exam coaching app built solo. 500k+ downloads, 4.6-star rating on Google Play.
- cusat-grade-card-fetcher — Automated grade-card fetching for CUSAT students before the university migrated portals.
- mangapress — Android manga reader with search, save, and multi-source support. A personal hobby build.
This portfolio is inspired from this website.
contact me @ me@sebins.in · LinkedIn · Twitter · Blog