Tapas Das
Bangalore,Karnataka
Summary
AI/ML Engineer with 3 years of experience at Intel India Technology, specializing in Generative AI, RAG architecture, and predictive modeling using Python, Lang Chain, and deep learning frameworks. Proficient in LLM systems, ML, and Deep Learning Frameworks, with hands-on experience implementing the 'Attention Is All You Need' paper to deepen expertise in transformer architecture. Designed scalable ML pipelines and Generative AI architectures leveraging LLMs and neural networks to deliver production-grade solutions for enterprise use cases.
Overview
3
3
years of professional experience
Work History
Machine Learning/AI Engineer
Intel Technology India Pvt. Ltd.
06.2022 - Current
- Developed a scalable RAG pipeline using Azure Open AI, Lang Chain, and PostgreSQL that improved internal chatbot accuracy by 20%, accelerating engineering teams with faster data access.
- Built a modular SQL agent to translate natural language queries into structured SQL over CSV, JSON, and XLSX files by generating temporary in-memory databases, enabling analytics without manual data prep and increasing accessibility for non-technical users.
- Designed a hybrid AI assistant combining semantic retrieval with SQL-based querying via a two-stage query decomposition chain. Integrated a Supervisor Agent for dynamic intent routing, reducing query resolution time and boosting precision in chip design workflows.
- Implemented a real-time ML pipeline using XGBoost to predict optimal CPU configurations, reducing inference latency by 20% and achieving 7% MSE to streamline compute planning in early-stage hardware design.
Education
M.Tech - Computer Science And Engineering
National Institute of Technology, Mizoram
Aizwal05.2022
B. Tech -
Vidya College of Engineering
Uttar Pradesh10.2020
Skills
- Programming Languages: Python, SQL, C, JavaScript, Linux
- Frameworks & Libraries: PyTorch, TensorFlow, scikit-learn, Keras, Hugging Face Transformers
- Generative AI Stack: LangChain, LangGraph, Azure OpenAI, Gemini, Llama, Agents, Pydantic, RAGAS
- Databases & Tools: PostgreSQL, FAISS, ChromaDB
- DevOps & Cloud: AWS (SageMaker, EC2), Docker, Git, Linux
Languages
English
Hindi
Timeline
Machine Learning/AI Engineer
Intel Technology India Pvt. Ltd.
06.2022 - Current
M.Tech - Computer Science And Engineering
National Institute of Technology, Mizoram
B. Tech -
Vidya College of Engineering
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