SaaS Talent

Ph.D. IITB | Agents | LLMs | Code LLMs | NLP | Deep Learning

18 Years of Experience

Pune, Maharashtra, India

Expected Salary

-

Current Salary

-

Notice Period

Not Available

About

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.

Senior Scientist

Tata Consultancy Services, SaaS/Cloud Product, Computer Software

Past Company 2

Tata Consultancy Services

Past Company 3

Tata Consultancy Services

Companies Worked:

Tata Consultancy Services, Tata Consultancy Services, Tata Consultancy Services, Geodesic, Tata Consultancy Services

Work History:

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.

Skills

Compilers

Stanford CoreNLP

LLM Agents

Contrastive Learning

Scholarly Research

Research Collaboration

Generative AI

code llm

Langchain

Model Driven Development

Large Language Models (LLM)

Code LLMs

Deep Learning

Word Embeddings

Python (Programming Language)

PyTorch

Transformer Models

Search Engine

NLP

Erlang

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Notes & Recommendation

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