Build AI.
Ship fast.
End to end.
Product engineer with 3 years building AI/ML systems from scratch — video intelligence pipelines, multimodal models, and production microservices. Currently at Tessact. Open to new roles.
Things I've
shipped.
TessactAI —
Video Repurposing
Built solo in 2 months. Takes 2-hour podcasts and produces 30–40 branded social clips. Replaces 4 weeks of manual editing with 1 hour at 95% ready-to-post quality. Processed 500+ hours for enterprise POCs including Garena Free Fire.
Face Detection & Tracking Service
Replaced AWS Rekognition. Cut cost from $6 to $0.15 per hour — saves $2,500/month. Runs in production for JioHotstar and SunTV.
Saathi — AI Mental Health Companion
CNN + LSTM system trained on 100k+ Reddit posts. 95.51% accuracy on bipolar detection. 4th at IIT Bombay RESCON. Published IEEE.
Technical
stack.
PyTorch · LLMs
GPT-4/5, Gemini 2.5, PydanticAI for orchestration. InsightFace, Whisper, CLIP for multimodal.
Python · FastAPI
Django for product backends. Celery + RabbitMQ for async pipelines. PostgreSQL and Redis.
React · Next.js
TypeScript-first. Remotion for video rendering. Tailwind CSS for rapid UI.
GCP · AWS
Cloud Run for auto-scaling containers. Lambda for parallel rendering. GitHub Actions CI/CD.
Engineering
with intent.
I'm a product engineer, three years in. Most of what I've shipped is AI/ML — the kind that ends up in production and handles real load, not just demos.
At Tessact, I've built the full stack: AI pipelines with LLM orchestration, video processing infrastructure, face tracking systems, and the React frontends customers use daily. Clients like JioHotstar and SunTV depend on systems I own in production.
I'm now looking for Product Engineer or Full-Stack roles — somewhere I can keep building hard things, at a company where AI is actually part of the product.
Hindi, Marathi native
- Jan 2026 — PresentTessactSoftware Development Engineer II
- Jul 2022 — Dec 2025TessactSoftware Development Engineer
From the
notebook.
All posts
Useful Visual Studio Code Extensions
VS Code extensions I actually use. Most lists like this are filler — these aren't.
Midgame position analysis
A month into my first internship at Tessact. On task management, not being overwhelmed, and what it's like when the job finally starts to feel natural.
The finale of Engineering
Joined Tessact as an SDE intern. Migrated the bundling stack from CRA to Vite, explored a production codebase, and started figuring out what real engineering looks like.
My first amazing blog post
I've finally started a blog to write down stuff that has overflowed my brain.
Building
something
interesting?
Looking for Product Engineer or Full-Stack roles. Most interested in video, multimodal pipelines, and developer tooling — things that are genuinely hard to build well.