Tech Stack & Skills
Programming & Data
Foundation - Programming & Data
Python, SQL, NumPy, Pandas
Machine Learning - Model Development & Forecasting
Scikit-Learn, PyCaret, TensorFlow, Keras, spaCy, StatsForecast, NeuralForecast
Generative AI Core - LLM Concepts & Fine-Tuning
LLM, Prompt Engineering, Fine-Tuning, LoRA, PEFT
Context Engineering - Context & Knowledge Construction
Context Engineering, RAG, Semantic Search, Vector Search, Text-to-SQL, Knowledge Graphs
Vector & Retrieval Infrastructure - Databases & Search Services
FAISS, Pinecone, Weaviate, Azure AI Search, AWS OpenSearch Service
Agentic AI & Harness - Autonomous Orchestration & Tool-Calling Loops
AI Agents, Multi-Agent Systems, Agentic Workflows, LangChain, LangGraph, Agno, Temporal, MCP
Models - Foundation Models & Model Access
OpenAI, Anthropic Claude, DeepSeek, Qwen, Kimi, Ollama, Hugging Face
Deployment - Cloud, Compute & Infrastructure-as-Code
FastAPI, Docker, AWS Bedrock AgentCore, Azure Databricks, Azure App Service, Azure Functions, Azure Service Bus, AWS S3, GCP Cloud Run, Terraform
Evaluation - Testing, Quality & Benchmarking
DeepEval, Ragas, Promptfoo, LLM-as-a-Judge
Observability & Monitoring - Tracing, Logging & Production Insights
LangSmith, Langfuse, MLflow, Azure AI Foundry
Developer Tools - AI Coding Assistants & Code Quality
Cursor, Claude Code, GitHub Copilot, OpenAI Codex, Kimi Code, Databricks Genie, GitHub, SonarQube
Work Experience - Recent (4)
ThoughtWorks
Pune, India
2025 - Present
Senior Machine Learning Engineer
Collaborated with Fortune 20 clients to Design, Build, Deliver an Enterprise AI search platform (LLMs + agentic RAG) across Confluence, ServiceNow, and other systems, owning the end-to-end AI product lifecycle and production deployment via Microsoft Teams bot and custom UI. (More...)
Bridgestone EMEA
Zaventem, Belgium (Remote)
2023
Data Scientist | AI D&A EMEA
Worked on terabytes of multi-country EMEA data to design and deploy Advanced demand forecasting solutions across 100k+ SKUs, implementing multiple forecasting methodologies, while collaborating on Bridgestone-GPT, a GenAI knowledge platform (Llama + RAG) enabling enterprise-scale internal information access. (More...)
Aays Analytics
Pune, India (Remote)
2022
Senior Data Scientist
Built NLP and AutoML solutions integrated with Dashboard, implemented Zero-shot live transcript classification for real-time insights, designed end-to-end MLOps workflows for training, monitoring, and deployment, and acted as technical owner for multiple ML product features. (More...)
ConnectingDots Infotech
Pune, India (Remote)
2021
Data Scientist
Served as a core contributor to a no-code ML platform, built a real-time NLP-based ticket resolution system, delivered a Recommendation engine driving 30% e-commerce sales uplift, and contributed to AI/ML components and advanced workflows within the interate.ai Interplay product. (More...)
Education & Certifications
Bachelor of Engineering — Information Technology
University of Pune, India
2014 – 2018
Databricks Certified Machine Learning Associate
Databricks
Google Certified Generative AI Leader
Google (GCP)
Databricks Certified Generative AI Engineer Associate
Databricks
OCI GenAI Professional Certification
Oracle
LLM App to Production
Databricks
GenAI Fundamentals
Databricks
AWS ML Scholarship
Udacity
FAQs
Building end-to-end GenAI products, scalable ML workflows & pipelines, and high-ROI data systems.