Generative Modelling (2024 - Present)
🧬 Finetuned seq-to-seq models to design high-affinity, soluble binders targeting disordered GPCR regions
⚙️ Building ML infrastructure that can generate & evaluate 100 k+ candidate proteins per target in hours
🤖 Experimenting with agentic pipelines that chain foundation models, folding, and filtering tools for fully-automated lead discovery
Director of ML (2023 - Present)
Artpark is a non-profit housed within Indian Institue of Science - Bangalore
Build LLM's for the severely under resouced India's Public Health System
Raised as co-PI ~$1.5M USD from Gates Foundation, Google.Org, OpenAI, Agency Fund, BIRAC.
Projects:
Collaboration with Armman: LLM assistant for Front Line Workers
Papers:
First authored a comprehensive policy white paper for AI task force at Gatech Foundation outlining the potential and pitfalls of building LLMs for LMICs (2024)
Machine Learning Scientist and Manager (2020 - 2022)
Non-profit focused on Socially Impactful ML applications.
Founding CEO P Anandan
Projects:
Cough against Covid: Paper, Code, Model and Dataset
Cotton Pest Management: Poster@Neurips 2023, Paper, Code, Challenge, Impact
Newborn Anthropometry: Blog, Fast Company's World-Changing Idea
Around the web