Ph.D. IITB | Agents | LLMs | Code LLMs | NLP | Deep Learning
18 Years of Experience
Pune, Maharashtra, India
-
-
Not Available
Actively exploring LLMs, Code LLMs, RAG, Multi-Agent systems for Software Engineering tasks. Experienced NLP researcher with a proven track record of driving innovations in both academica and industrial setting. Known for solving complex problems and delivering high-impact solutions - with a strong publication record and multiple granted patents.
Tata Consultancy Services, SaaS/Cloud Product, Computer Software
Tata Consultancy Services
Tata Consultancy Services
Tata Consultancy Services, Tata Consultancy Services, Tata Consultancy Services, Geodesic, Tata Consultancy Services
Job Title : Senior Scientist
Company name : Tata Consultancy Services
Period : April 2018 - Present
Summary : ** Leading research Initiatives on AI for Software:
- Focusing on reducing time, effort, and cognitive load for key stakeholders, including business analysts and designers, in Brownfield software scenarios such as continual software solution support and bespoke product development.
- Developed an accurate code summarization solution using 8B-range local LLMs (such as Starcoder and LLaMA) for a large-scale business repository in the telecom domain.
** Text Mining for Materials Science:
- Delivered multiple text mining solutions, including information extraction, knowledge graph extraction, and information retrieval, specifically tailored to the materials science domain. Led a cross-functional team from conceptualization to successful solution delivery.
Location : Pune, Maharashtra, India
Job Title : Scientist
Company name : Tata Consultancy Services
Period : November 2013 - April 2018
Summary : - Developed a domain-specific search engine for the materials science domain, enhancing retrieval accuracy beyond traditional keyword-based search methods.
- Built a system using Model-Driven Engineering (MDE) principles that can orchestrate search engines for any domain based on provided specifications.
Job Title : Researcher
Company name : Tata Consultancy Services
Period : October 2010 - October 2013
Summary : Contributed to the initial development of TCS-PREMAP, a model-driven platform for integrated computational materials engineering. Developed an ontology-guided information extraction system to enable knowledge infusion into the platform, focusing specifically on the materials science domain.
Location : Pune, Maharashtra, India
Job Title : Associate Software Engineer
Company name : Geodesic
Period : August 2009 - October 2010
Summary : Built instant messaging server in Erlang-OTP, including functionalities such as login, presence notification, and messaging.
Job Title : Assistant Systems Engineer
Company name : Tata Consultancy Services
Period : October 2005 - June 2007
Summary : Developed compiler for ModelMorf, a Model Transformation Tool at TRDDC, R&D division of TCS.
Show More