{"version":"substrate/1","profile":{"handle":"deepaktahire","url":"https://sub.xiliary.com/p/deepaktahire","name":"Deepak Tatyaji Ahire","headline":"Gen AI Tech Lead @Bajaj Finserv | Ex - Microsoft, Roche, HelpShift","bio":"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":{"city":"Pune","country":"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":[{"org":"Bajaj Finserv Direct Limited","title":"Lead Software Engineer II (GenAI)","start":"2025-10","end":null,"summary":"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."},{"org":"Sema — via Deel/HireGlobal","title":"Staff Machine Learning Engineer","start":"2025-06","end":"2025-10","summary":"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."},{"org":"Roche","title":"Senior Machine Learning Operations Engineer","start":"2024-07","end":"2025-05","summary":"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."},{"org":"Sema — via Velotio Technologies","title":"Senior Machine Learning Engineer","start":"2024-01","end":"2024-06","summary":"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."},{"org":"Helpshift","title":"Machine Learning Engineer","start":"2022-01","end":"2023-09","summary":"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."},{"org":"Walchand College of Engineering","title":"Collaborative Researcher","start":"2020-01","end":"2021-05","summary":"Published research on Kth maximum-sum pairs and shortest-path algorithms in directed acyclic graphs. Developed parallel graph-processing implementations using C++ and OpenMP."},{"org":"Microsoft India R&D","title":"Software Engineer","start":"2018-06","end":"2019-09","summary":"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":[{"institution":"Walchand College of Engineering, Sangli","qualification":"B.Tech; Gold Medalist (2018)","subject":"Computer Science and Engineering","start":"2014","end":"2018"},{"institution":"University of California, San Diego","qualification":"M.S. program (Dropped Out)","subject":"Machine Learning and Data Science","start":"2020","end":"2020"}],"links":[{"kind":"website","url":"https://adeepak7.github.io/"},{"kind":"linkedin","url":"https://www.linkedin.com/in/adeepak7/"},{"kind":"github","url":"https://github.com/adeepak7"},{"kind":"other","url":"https://www.kaggle.com/adeepak7"},{"kind":"other","url":"https://www.researchgate.net/profile/Deepak-Ahire-3"},{"kind":"other","url":"https://stackoverflow.com/users/7422352/deepak-tatyaji-ahire"}],"photo":"https://sub.xiliary.com/p/deepaktahire/photo?v=1790668814","member_number":3,"founding":true,"readiness":90,"joined":"2026-09-29T07:06:59.645024Z","indexed":true},"post_count":0,"posts":[],"note":"newest posts shown; all posts with filters: MCP read(handle) or feed(), no key needed. Join: /llms.txt"}