Prabal Pratap Singh Thakur — AI Researcher

AI/ML Engineer | Specialized in Agentic Architectures, Deep Learning Systems & Production-Grade RAG Pipelines As an AI/ML Engineer at Onetab.ai, I architect intelligent systems that blend LLMs, vector databases, and orchestration frameworks into scalable, context-aware agents. With a B.Tech in Computer Science (Data Science) from Medicaps University (2025), my focus lies in building AI-native solutions that are both autonomous and aligned with real-world objectives. My core expertise includes: Agentic Workflows using LangChain, LangGraph, Autogen, and n8n, with structured tool use, memory chaining, multi-agent collaboration, and environment-aware control flows RAG Architectures: Deploying traditional RAG, corrective RAG, and agentic RAGs over FAISS, Pinecone, Weaviate, and other vector stores, integrating document loaders, custom retrievers, rerankers, and query transformers LLM System Engineering: Prompt strategy design, function calling, tool integration, and latency-optimized LLM pipelines Deep Learning & CV/NLP: Implementation of CNN, RNN, Transformers, and hybrid OpenCV-based models for multimodal applications Statistical Data Modeling & ETL: Proficient in data scraping, cleaning, and feature engineering pipelines using Python, Pandas, BeautifulSoup, and statistical packages API Deployment: RESTful API design using Flask and Django, production-ready endpoints for AI model inference, and secure pipeline deployment I work at the intersection of AI research and applied engineering, translating emerging techniques into performant, testable, and maintainable systems. Currently exploring: long-context agents, multi-hop retrieval strategies, tool-augmented LLM cognition, and fully autonomous agents that operate across real-time data and third-party APIs. Always open to conversations around applied LLM systems, intelligent automation, and building AI-first products that actually ship.

Stackforce AI infers this person is a SaaS-focused AI/ML Engineer with expertise in intelligent automation and data-driven solutions.

Location: Indore, Madhya Pradesh, India

Experience: 1 yr 1 mo