About Me
I am an ML Engineer and Data Scientist with a strong foundation in full-stack development. My work bridges the gap between cutting-edge research and production-grade systems.
On the research front, I specialize in LLM finetuning, alignment (DPO, GRPO), and low-resource language modeling. I have worked on pretraining small language models and developing benchmarks for reasoning capabilities.
As a developer, I architect scalable backends and interactive frontends, ensuring that complex AI models are accessible and usable. From microservices to distributed training pipelines, I build the infrastructure that powers intelligence.
Experience
Product Developer
Student Council, IIIT-Delhi (Student Affairs, IIITD)
Student Council Web Eco-System
Revamped the IIIT-Delhi Student Council website, enhancing user experience and accessibility. Developed a comprehensive Grievances Portal to streamline student issue reporting and resolution. Built an Event Proposal Tracking system for efficient event management and approval workflows. Designed and implemented a unified database to maintain complete records of all Student Council members and ongoing events. Created a centralized system to manage detailed information for 30+ active student clubs. Led the end-to-end design, development, and deployment of the entire web ecosystem. Visit the live site: https://studentcouncil.iiitd.edu.in
Undergraduate Researcher
MIDAS Lab, IIIT-Delhi
Pretraining and Benchmarking Small Language Models
Leading the pretraining and benchmarking of lightweight LLMs optimized for specialized tasks across healthcare, legal, and technical domains. Focused on maximizing performance-to-cost ratio through careful dataset curation, architecture tuning, and efficient training strategies.
Research Intern
Computational Social Science Lab, IIIT-Delhi
Ground Work on SICKLE++
Did initial ground work study on SICKLE++ research to study crop patterns in India using satellite data. Extending the original study from Cauvery delta to Andhra Pradesh, using Google Earth Engine to extract crop patterns and ML to predict crop yields.
Data Science Intern
Complex Systems Lab, IIIT-Delhi
Real-Time Data Integration & Interactive Web Visualization
Designed and developed dynamic web applications for real-time complex dataset visualization. Led full-stack development from UI/UX design to backend optimization. Integrated multiple open-source datasets including OpenFoodFacts, RecipeDB, Carbon Footprint DB, and FNDDS.
Open Source Contributor
Meshery, Layer5
Layer5 Documentation and Meshery.io
Contributed to Meshery and Layer5 open-source projects by submitting bug reports, feature requests, editing documentation, and pull requests. Participated in code reviews and provided constructive feedback to improve the codebase.
Let's Connect
I'm always interested in challenging opportunities in software engineering, machine learning, and DevOps. Let's discuss how we can collaborate to build innovative solutions.
Get In Touch