Founder @ KGPTalkie | Ex-Linedata, IGP Teaching AI & Tech to 150K+ learners on YouTube & Udemy 🔗 https://youtube.com/kgptalkie
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KGP Talkie
Data Scientist
June 16, 2026 – Present
Agentic-RAG-with-LangGraph-and-Ollama
November 17, 2025 – Present
Building production-ready Retrieval-Augmented Generation (RAG) systems with LangGraph orchestration and local Ollama models for privacy-preserving AI applications.
View ProjectLangGraph-and-Ollama
November 18, 2024 – Present
Gen AI, Langchain v1 AI Agents, MCP, MySQL AI Agent, DeepSeek, GPT-OSS Qwen3 LLAMA Agent, Lang Graph, Ollama, KGPTalkie
View ProjectLangchain-and-Ollama
October 25, 2024 – Present
Local LLM Applications with Langchain and Ollama
View Projectollama-chatbot
October 14, 2024 – Present
This repository contains implementations of Retrieval-Augmented Generation (RAG) in Jupyter notebooks. It includes examples of building chatbots with and without history, processing PDFs with RAG, and using DeepSeek models for local RAG and financial document analysis.
View ProjectNLP-Tutorials-with-HuggingFace
August 26, 2023 – Present
Learn NLP Tutorials with HuggingFace Transformers
View Projectpreprocess_kgptalkie_old
July 4, 2020 – July 4, 2024
preprocess_kgptalkie_old — GitHub repository
View ProjectCV-Parsing-using-Spacy-3
April 19, 2020 – June 17, 2022
Resume and CV Summarization and Paring with Spacy in Python
View Projectdog-cat-full-dataset
September 1, 2019 – Present
25000 structured images of Dog and Cat for ML
View ProjectAll-CSV-ML-Data-Files-Download
May 26, 2019 – Present
Find all major CSV Files for data processing
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and focused on cutting-edge AI/ML topics, indicating a strong drive for learning and innovation. However, the lack of diverse project types (e.g., team projects, open-source contributions beyond personal repos, or projects in different domains) and limited professional experience (one current role with no start date details) makes it difficult to fully assess cultural fit, especially regarding collaboration and adaptability in a structured team environment. The target role 'Data Scientist' aligns well with the technical focus of the projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's profile primarily showcases technical project work without details on collaboration, problem-solving approaches, or communication in a team setting.