S

Subhadeep Khan

Lead ML Engineer

Bengaluru, Karnataka, India12 yrs 6 mos experience
Highly StableAI Enabled

Key Highlights

  • Expert in building scalable LLM pipelines for enterprise AI.
  • Proven track record in deep learning and NLP solutions.
  • Strong mathematical background with practical ML applications.
Stackforce AI infers this person is a SaaS-focused Data Scientist with expertise in AI and machine learning.

Contact

Skills

Core Skills

Large Language Models (llm)Prompt EngineeringDeep LearningNatural Language Processing (nlp)Cloud ApplicationsMicroservices

Other Skills

LLM Agentsembeddingsvector databasemultimodalScalabilityRAGTechnological InnovationrerankerAWS SageMakermulti modal language modelReinforcement LearningRecurrent Neural Networks (RNN)TensorFlowNumPyData Analysis

About

Experienced Data Scientist and Software Developer with demonstrated track record of solving complex business problems at scale applying Machine Learning and mathematical skills. I am working as a Principal Data Scientist in Boomi. Here I am exploring and implementing advanced LLM based techniques and research ideas for building Question answering, troubleshooting, API documentation, LLM assisted API design etc. Prior to that, I have worked as a Senior Data Scientist in SAP AI Functions Team at SAP Labs India. Here I built and trained deep learning based NLP models to optimize the business document processing that includes Named Entity Recognition and Document Information Extraction. Prior to that I have worked developing cloud and on- premise intelligent BI solutions. I worked on building a scalable infrastructure for sharing content in a distributed system (in SAP Cloud Analytics) with access control mechanism. I also worked on multiple features starting from Data Acquisition, Data Manipulation to Data Visualization in enterprise Bi solutions. I have done M.E from IISc, Bangalore, the leading research institute in India. In IISc my area of work was Machine Learning, Computer Vision, Image Processing and Data Mining. I also have special interests in solving problems using Stochastic models, Linear and non-linear optimization, Linear Algebra. I have the perfect blend of the analytic, programming skill and the strong mathematical background to solve real world complex problems by finding and understanding the hidden pattern in data via statistical and ML techniques.

Experience

12 yrs 6 mos
Total Experience
4 yrs
Average Tenure
6 mos
Current Experience

Microsoft

Senior Machine Learning Engineer

Dec 2025Present · 6 mos

Boomi

Principal Data Scientist

Aug 2023Dec 2025 · 2 yrs 4 mos · Bengaluru, Karnataka, India

  • Designed and implemented scalable LLM pipelines for real-time enterprise AI applications.
  • Built a production-grade question answering and troubleshooting system using transformer-
  • based retrieval and LLM based generation models.
  • Designed internal evaluation frameworks for retriever quality, generative accuracy, and
  • overall model behavior.
  • Generation of OpenAPI specification from natural language, contributing to safer and more
  • intuitive API integrations. Designed a novel approach to handle large inputs.
  • Document generation for a given openAPI spec.
  • Developed and published novel approaches such as Retrieval-Augmented Classification for
  • high-dimensional task classification.
LLM AgentsLarge Language Models (LLM)Prompt Engineeringembeddingsvector databasemultimodal+7

Sap

4 roles

Senior Data Scientist

Apr 2021Aug 2023 · 2 yrs 4 mos

  • Working on building Deep learning based NLP solutions for different use cases in business document processing - NER, information retrieval, document classification.
Recurrent Neural Networks (RNN)Deep LearningTensorFlowNumPyData AnalysisMachine Learning+11

Data Scientist

Promoted

Oct 2018Mar 2021 · 2 yrs 5 mos

  • Worked on building and deploying solutions for Business Entity Recognition from various unstructured data - email, business cards, address etc.
Recurrent Neural Networks (RNN)Deep LearningTensorFlowNumPyData AnalysisMachine Learning+10

Software Developer

Promoted

Apr 2017Sep 2018 · 1 yr 5 mos

  • Worked on building on-premise and cloud based business analytics solutions to provide planning, BI, predictive capability integrated into one solution.
  • Worked on building a scalable infrastructure for sharing content in a distributed system (in SAP Cloud Analytics).
DatabasesSpring BootCloud ApplicationsJavaREST APIsMicroservices

Associate Developer

Aug 2014Mar 2017 · 2 yrs 7 mos

  • Worked on building various critical features in data acquisition, data manipulation, data visualisation in on premise and cloud based business analytics solution.
JavaJavaScriptcloud tech

Development consultancy private limited

Electrical Design Engineer

Jul 2011Jun 2012 · 11 mos · Kolkata, West Bengal, India

  • Worked in design of Electric Switchgear, Relay System and different Electric
  • sections in Thermal Power Plant.
Electrical Panel Design

Education

Indian Institute of Science (IISc)

Master’s Degree

Jan 2012Jan 2014

Bengal Engineering & Science University, Shibpur

Bachelor’s Degree — Electrical Engineering

Jan 2007Jan 2011

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