Hello! I'm Gayathri
I'm an AI/ML Engineer who loves turning ambitious ideas into systems that actually work. With a Master's in Computer Science from UMass Amherst (4.0 GPA), I bridge the gap between cutting-edge research and production-grade AI, from multi-agent systems and LLM personalization to generative models and healthcare intelligence.
I've built EduNotes, a multi-agent AI study assistant, and PerFine, an agentic framework developed at Cisco for LLM personalization. My work also covers LLM safety, human motion synthesis with LS-GAN (IEEE WACV '25), and machine translation. I spent two years at Carelon building healthcare AI that serves millions of users and helps patients get better care.
When I'm not designing multi-agent pipelines or fine-tuning models, you'll find me exploring new research papers and the latest in generative AI, mentoring fellow engineers, or occasionally setting Guinness World Records (yes, really—for Kuchipudi dance!).
Domains of Interest
Large Language Models
Fine-tuning, alignment, safety, and personalization using RLHF, DPO, and LoRA techniques.
RAG & Agentic Systems
Multi-agent architectures, knowledge retrieval, and autonomous AI pipelines.
Reinforcement Learning
Policy optimization, actor-critic methods, and sequential decision-making.
Predictive Analytics
Healthcare analytics, recommendation systems, and time-series forecasting.
Generative AI
Human motion synthesis, text generation, GANs, and diffusion models.
Computer Vision
Object detection, medical imaging, and visual understanding systems.
Technical Skills
Languages
ML & AI
Agentic AI & LLM Tools
Infrastructure & Tools
Databases & Vector Stores
Let's Connect
I'm always excited to discuss new ideas, collaborate on research, or explore opportunities where I can make an impact. Feel free to reach out!