Bio
I am a biomedical engineer turned machine learning (ML) engineer with experience building ML systems since 2018. I am grateful to have worked at great academic labs like TERI, IGIB, and IGBMC. My work revolved around building statistical and machine learning models in healthcare and biological sciences (genomics, proteomics, etc).
As a freelance consultant, I've worked in the patenting, e-commerce analytics, and SaaS industries.
Some of my work:
E-commerce: Systems for named entity extraction, information organization, product embeddings, information retrieval systems like semantic search, RAG, and low latency extreme classification tasks.
SaaS: Low latency (sub 100 ms) task-specific ML systems like classifiers for both image and text modalities, custom embedding models, and information extraction systems.
Patenting: Evaluated the feasibility of AI systems for patent-related applications.
For the past couple of years I have been learning full stack engineering. My tech stack of choice is:
- Pytorch
- FastAPI
- Vanilla JavaScript
- Postgres
- Docker
- Celery
- Nginx
- Git
- Coolify
- HTMX
- AWS
- Hetzner
I like to self host software. Currently I am self hosting coolify, databases, plausible, and my own websites and products.
Work
Currently I am working on building PatViz, which provides free patent mining and analysis tools for patent researchers and agents.
Previously I was working on building AdTestPro (archived), which provides a platform for testing and optimizing ad campaigns.
I like to read Hacker News. To facilitate finding posts that pique my interest, I built my own Hacker News recommender.
Writing
I write about ML engineering, technology, and lessons learned from building production systems. Check out my blog for technical insights and project deep-dives.
Services
I offer consulting and development services:
The users of the services belong to three main categories:
- Companies/startups who wish to onboard me on a longer-term basis for a fixed monthly fee. Usually ~6 month contracts.
- Companies/startups who wish to integrate AI/ML into their products. Usually short-term projects ~1-2 months.
- People who want to learn about specific aspects of AI/ML.
I usually charge ~ 40-50 USD/hour
Please use this link (book a call) to schedule, book, and confirm a call.