Experience
Bangalore, India
- Co-led the development and launch of a low latency conversational AI product for interview preparation and language learning, balancing model capability, response speed, and user experience.
- Built a capability-based query router that directs conversations to LLMs according to the reasoning effort required.
- Developing an agent-based spaced repetition system with structured long-term memory represented as event subgraphs, enabling context-aware retrieval and adaptive review.
Bangalore, India
- Built neurosymbolic pipelines for grounded reasoning and verification in legal and coding domains.
Bangalore, India
- Built the conversational agent later integrated into the product, and developed automated scoring for learner speaking performance using LoRA fine-tuned models validated against expert raters.
Bangalore, India
- Built interactive simulations and educational technology for teaching artificial intelligence, supporting faculty across the M.Tech (Online) Programme in AI, Data Science, and Electronics streams.
Chennai, India
- Completed a two-year classroom teaching fellowship, developing data-driven interventions and applying learning engineering to improve student outcomes.
Trivandrum, India
- Developed adaptive model predictive control and time series modeling methods; contributed to the autonomous driving stack later demonstrated as Tata Elxsi's RoboTaxi at CES 2020.