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AashishMLtech/README.md

πŸ‘‹ Hi, I'm Aashish Kumar

πŸ€– AI Engineer Β· Machine Learning Β· Generative AI Β· LLM & RAG

Building intelligent systems that turn ideas into real-world solutions. ⚑

Typing animation


View My Portfolio



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πŸ§‘β€πŸ’» About Me

πŸŽ“ B.Tech in Computer Science & Information Technology

πŸ€– Building solutions around AI, Machine Learning, Generative AI, LLMs, RAG and NLP

πŸš€ Experienced in developing AI applications, semantic search systems and LLM-powered workflows using Python, FastAPI, LangChain, PostgreSQL and vector databases.

πŸ”¬ Published Machine Learning researcher with a strong interest in emerging AI technologies.

🌌 Currently focused on Agentic AI, Multi-Agent Systems, Advanced RAG, LLM Engineering and AI Automation.


✨ What I Build

πŸ€– AI Applications Β β€’Β  🧠 Machine Learning Β β€’Β  πŸ’¬ LLM Solutions Β β€’Β  πŸ”— RAG Systems Β β€’Β  πŸ”Ž Semantic Search


πŸ—„οΈ Vector Databases Β β€’Β  βš™οΈ AI Automation Β β€’Β  πŸ”₯ Agentic AI Β β€’Β  🌐 Backend APIs


πŸ› οΈ Tech Stack

πŸ’» Languages

Python C++ JavaScript HTML CSS SQL

πŸ€– AI / Machine Learning

Machine Learning Deep Learning Generative AI LLMs RAG NLP

πŸ”— LLM Engineering & Development

FastAPI Docker Git GitHub

LangChain FAISS Streamlit OpenAI API Embeddings Prompt Engineering

πŸ—„οΈ Data & Databases

PostgreSQL MySQL MongoDB

pgvector Vector Databases Pandas NumPy


πŸ”¬ Research

πŸ“š Published Research

Transfer Learning: Concepts, Applications, Challenges and Future Directions

Published in the Journal of Indian Institute for Engineering, Management and Science.

Research Areas: Machine Learning Β· Transfer Learning Β· Artificial Intelligence


🌌 Currently Exploring

πŸ€– 🧩 πŸ”Ž 🧠 βš™οΈ
Agentic AI Multi-Agent Systems Advanced RAG LLM Engineering AI Automation
Reasoning & Planning Agent Orchestration Retrieval & Grounding Reliable LLM Apps AI-Powered Workflows

Retrieval β†’ Reasoning β†’ Tool Use β†’ Automation


πŸ“ˆ Contribution Activity

Aashish Kumar GitHub Contribution Activity

🎯 2026 Goals

πŸš€ Goal
πŸ€– Build production-ready Agentic AI systems
🧠 Deepen LLM & RAG engineering
βš™οΈ Build scalable AI APIs
πŸ”— Explore Multi-Agent architectures
🌍 Contribute to open-source AI
πŸ”¬ Publish more AI/ML research

🀝 Let's Connect

Portfolio LinkedIn Gmail GitHub



Building intelligent systems. Learning continuously. Creating with AI.

Pinned Loading

  1. Financial-knowledge-chatbot Financial-knowledge-chatbot Public

    LLM chatbot

    Python

  2. AQI-Air-Quality-Index- AQI-Air-Quality-Index- Public

    Jupyter Notebook

  3. Natural-Language-to-sql-generator- Natural-Language-to-sql-generator- Public

    LLM-Powered Retrieval & SQL Generation Engine

    Python

  4. AI-Powered-HR AI-Powered-HR Public

    LLM-Powered Recruitment Automation Engine

    Python

  5. Twitter-sentiment-analysis Twitter-sentiment-analysis Public

    Jupyter Notebook

  6. Smart-Expense-Tracker- Smart-Expense-Tracker- Public

    Expense tracking system using Python and RestAPI

    Python