Working with Dr. Boyang Li on LLM reasoning/planning with a tree-based framework, an improvement over Tree-Of-Thoughts/RAP

Worked with Dr. Donglai Wei on Multimodal Representation Learning with LLMs

Worked on automated, personalised sales video generation at scale for outbound leads

Worked with Dr. Rohit Babbar to create deep learning methods for extreme multi label classification.

Worked at Harvard Visual Computing Group to improve learning algorithms for 3D brain neuron instance segmentation.

Working under Dr. Malathy Jawahar on developing a novel algorithm for lesion detection and classification in fundus(eye) images of patients affected with Diabetic Retinopathy

Gnani.ai is a company focused on omnichannel automation and analytics using conversational AI. Key outcomes as a member of the Speech Team:1. Designed an algorithm which generates and augments text from a pre-prepared list of sentences. This was used for contextual biasing of ASRs for out of vocabulary words2. Designed and implemented a novel spell check algorithm using a custom Levenshtein Distance measure to find variants of the same word in a corpus. Optimised the Python code using Cython and Multiprocessing to attain a 10x performance improvement

Pepper is a startup cradled in BITS Pilani which is set to create India's largest content marketplace. Key responsibilities as a member of the Business Team:1. Inbound and outbound lead generation2. Client management3. Outreach for new and prospective clients4. Creating content strategies for major brands