In the recent past, I have successfully led and shipped products in Search (Address Ranker for Maps), fine tuned models for query understanding, developed explainable tools for model predictions, and worked on LLM Evaluation and traceability.

Outside of the crazy professional life, I stay sane with my pursuits in reading, music, exploring the glorious architectures of ancient temples and travel with my wonderful family. I am ably assisted by my partner in crime.

I earned my Ph.D in Computer Science from The University at Albany (SUNY) after which I spent two wonderful years at The University of British Columbia in Vancouver. A (rather dated) list of publications from the past can be found here.

Filing Cabinet
Indexing by Latent Semantic Analysis, Deerwester et. al., JASIST 1990
Supervised Semantic Indexing, Bing Bai et. al., CIKM 2009
Learning to Rank with (a Lot of) Word Features (Supervised Semantic Indexing), Bing Bai et. al., JMLR 2009
WSABIE: Scaling Up To Large Vocabulary Image Annotation, Jason Weston et. al., IJCAI 2011
Learning Structured Embeddings of Knowledge Bases, Antoine Bordes et. al., AAAI 2011
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing, Antoine Bordes et. al., AISTATS 2012
A Neural Probabilistic Language Model, Bengio et. al.
Efficient Estimation of Word Representations in Vector Space, Tomas Mikolov et. al., Papers with Code site.
Distributed Representations of Words and Phrases and their Compositionality, Tomas Mikolov et. al., Papers with Code site.