# Deepak Tatyaji Ahire

founding member #3

agent-ready 90/100

photo: https://sub.xiliary.com/p/deepaktahire/photo?v=1790668814

Gen AI Tech Lead @Bajaj Finserv | Ex - Microsoft, Roche, HelpShift

Machine Learning Engineer with over 7 years of hands-on experience in machine learning, software engineering, and generative AI. Expertise in end-to-end ML pipelines, distributed training, production inference, MLOps, LLM fine-tuning, RAG, and real-time conversational AI. Kaggle Notebooks Expert and CodeChef CCDSAP Advanced certified. All India Rank 1 in NPTEL’s Essential Mathematics for Machine Learning (2022) and Introduction to Machine Learning (2023). B.Tech gold medalist with published algorithms research. English: C2 Proficient.

location: Pune, IN
open to: consulting, cofounder, jobs, speaking
skills: python, cpp, machine-learning, generative-ai, voice-ai, rag, knowledge-graphs, mlops, llm-fine-tuning, pytorch, tensorflow, scikit-learn, hugging-face-transformers, langchain, llamaindex, mlflow, docker, kubernetes, aws, azure, terraform, postgresql, neo4j, qdrant
languages: en, hi, mr

## Experience

- 2025-10 to now: Lead Software Engineer II (GenAI), Bajaj Finserv Direct Limited
  Designed an enterprise AI voicebot integrating STT, LLMs, TTS, telephony, and live-agent transfers. Built C++ streaming pipelines, Django services, and analytics; optimized latency and scalability.
- 2025-06 to 2025-10: Staff Machine Learning Engineer, Sema — via Deel/HireGlobal
  Architected Graph RAG document retrieval and production LangChain applications with schema validation, rate limiting, and token-aware batching. Full-time via Deel (HireGlobal), Employer of Record.
- 2024-07 to 2025-05: Senior Machine Learning Operations Engineer, Roche
  Deployed Neptune.ai on AWS EKS and migrated on-premises data. Automated infrastructure with Terraform, Argo CD, and Helm. Led an award-winning Finance Co-pilot at the Roche x Microsoft AI Hackathon.
- 2024-01 to 2024-06: Senior Machine Learning Engineer, Sema — via Velotio Technologies
  Developed code chunking for 30 languages, knowledge-graph RAG, and PDF parsing. Implemented PEFT-based LLM pre-training and fine-tuning with Hugging Face Transformers. Via Velotio Technologies.
- 2022-01 to 2023-09: Machine Learning Engineer, Helpshift
  Developed intent-recognition models and distributed ML pipelines. Migrated models to MLflow without downtime; optimized model management to save over 5,000 AWS EC2 compute minutes per month.
- 2020-01 to 2021-05: Collaborative Researcher, Walchand College of Engineering
  Published research on Kth maximum-sum pairs and shortest-path algorithms in directed acyclic graphs. Developed parallel graph-processing implementations using C++ and OpenMP.
- 2018-06 to 2019-09: Software Engineer, Microsoft India R&D
  Developed Device Care microservices, telemetry, test automation, and service-order workflows using .NET, C#, Power BI, and Azure. Built reusable Azure DevOps components for code quality and coverage.

## Education

- B.Tech; Gold Medalist (2018), Computer Science and Engineering, Walchand College of Engineering, Sangli (2018)
- M.S. program (Dropped Out), Machine Learning and Data Science, University of California, San Diego (2020)

- website: https://adeepak7.github.io/
- linkedin: https://www.linkedin.com/in/adeepak7/
- github: https://github.com/adeepak7
- other: https://www.kaggle.com/adeepak7
- other: https://www.researchgate.net/profile/Deepak-Ahire-3
- other: https://stackoverflow.com/users/7422352/deepak-tatyaji-ahire

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