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Polishing my skills for python development
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Polishing my skills for python development

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omprakash0702/README.md

Hi there πŸ‘‹, I'm Omprakash!

I'm a Python & AI enthusiast passionate about building AI applications, GenAI systems, RAG pipelines, and machine learning solutions. I enjoy exploring cutting-edge AI technologies and turning ideas into practical AI tools and intelligent systems.


πŸ”­ Currently Working On

βœ… AI Code Reviewer

  • AI-powered system to automatically review code for bugs, performance, and security issues

  • Uses LLMs for code understanding and improvement suggestions

  • Currently adding:

    • Multi-language support
    • Automated unit test generation
    • Prompt optimization & evaluation framework

πŸ”— https://github.com/omprakash0702/AI_code_reviewer


βœ… RAGForge – Production RAG System

  • End-to-end Retrieval Augmented Generation pipeline
  • Document ingestion + embedding generation
  • Vector search using FAISS
  • Context-aware LLM responses

πŸ”— https://github.com/omprakash0702/RAGForge


βœ… LangGraph Agentic AI RAG

  • Agent-based RAG system built with LangGraph
  • Demonstrates multi-step reasoning with retrieval
  • Implements agent workflows and tool usage

πŸ”— https://github.com/omprakash0702/LangGraph-AgenticAI-RAG


βœ… InferBench AI

  • Tool to benchmark and evaluate LLM inference performance
  • Measures latency, throughput, and response efficiency
  • Useful for LLMOps and model evaluation

πŸ”— https://github.com/omprakash0702/inferbench-ai


🌱 Learning

  • Large Language Models (LLMs) & Prompt Engineering
  • Agentic AI Systems & RAG Architectures
  • MLOps & LLMOps
  • Cloud Deployment on AWS & GCP

πŸ’» Core Skills

πŸ§‘β€πŸ’» Programming Languages

Python, Java, C++, JavaScript, HTML, CSS

πŸ“Š Machine Learning & Data Science

Pandas, NumPy, Scikit-learn, TensorFlow, Keras, PyTorch Feature Engineering, Model Evaluation, Explainable AI (SHAP)

πŸ€– LLMs & GenAI

LangChain, LangGraph, FAISS, OpenAI, Gemini, Ollama, Transformers

🌐 Web & APIs

Streamlit, FastAPI, Flask, Gradio, REST APIs

βš™οΈ MLOps & Monitoring

Docker, MLflow, Prometheus, Grafana

πŸ—„ Databases & Analytics

SQL, Excel, Power BI

☁️ Cloud Platforms

Google Cloud Platform (GCP), Amazon Web Services (AWS)


πŸ› οΈ Tech Stack


πŸ“‚ Featured Projects

πŸš€ GenAI / LLM Projects

πŸ”Ή RAGForge

Production-ready Retrieval Augmented Generation system with document ingestion and semantic search.

πŸ”— https://github.com/omprakash0702/RAGForge


πŸ”Ή LangGraph Agentic AI RAG

Agent-based AI system implementing multi-step reasoning workflows using LangGraph.

πŸ”— https://github.com/omprakash0702/LangGraph-AgenticAI-RAG


πŸ”Ή InferBench AI

Tool for benchmarking LLM inference performance and evaluating response efficiency.

πŸ”— https://github.com/omprakash0702/inferbench-ai


πŸ”Ή AI Code Reviewer

AI tool that analyzes code and suggests improvements automatically.

πŸ”— https://github.com/omprakash0702/AI_code_reviewer


πŸ”Ή TalentScout AI – AI Hiring Assistant

LLM-powered chatbot that conducts candidate screening interviews.

πŸ”— https://github.com/omprakash0702/TalentScout-AI


πŸ”Ή AI Email Writer

LLM-powered tool that generates professional emails automatically.

πŸ”— https://github.com/omprakash0702/email-writer-sb


πŸ€– Machine Learning Projects

πŸ”Ή Flipkart Product Recommender

Hybrid recommendation system using collaborative + content-based filtering.

πŸ”— https://github.com/omprakash0702/FLIPKART-PRODUCT-RECOMMENDER-SYSTEM


πŸ”Ή Aerial Detection of Birds & Drones

Deep learning system for aerial object detection and surveillance applications.

πŸ”— https://github.com/omprakash0702/Aerial_detection_of_birds_and_drones


πŸ”Ή Automated Identification of Faulty Teeth

Dental X-ray image analysis system using computer vision and deep learning.

πŸ”— https://github.com/omprakash0702/Automated_Identification_of_faulty_teeth


πŸ”Ή Customer Satisfaction Prediction

End-to-end EDA + machine learning classification pipeline.

πŸ”— https://github.com/omprakash0702/Customer-Satisfaction-CSAT-Prediction-using-Machine-Learning


πŸ“« Connect with Me


πŸ“Š GitHub Streak

GitHub Streak


⚑ Fun Fact

I enjoy building AI tools that automate workflows and creating intelligent systems powered by LLMs.


Pinned Loading

  1. Aerial_detection_of_birds_and_drones Aerial_detection_of_birds_and_drones Public

    Deep Learning & YOLOv8 system for Bird vs Drone classification and object detection

    Python

  2. inferbench-ai inferbench-ai Public

    CPU-based offline LLM benchmarking platform with Prometheus observability and Docker deployment.

    Python 1

  3. RAGForge RAGForge Public

    Production-oriented Hybrid Retrieval-Augmented Generation (RAG) system built with FastAPI using BM25 + FAISS vector search, cross-encoder reranking, and sentence-window retrieval to deliver accurat…

    Python 1

  4. TalentScout-AI TalentScout-AI Public

    Python 1

  5. Customer-Satisfaction-CSAT-Prediction-using-Machine-Learning Customer-Satisfaction-CSAT-Prediction-using-Machine-Learning Public

    Customer Satisfaction (CSAT) is a critical indicator of service quality and customer loyalty in e-commerce. This project analyzes large-scale customer support interaction data to identify the key d…

    Jupyter Notebook

  6. email-writer-sb email-writer-sb Public

    AI-powered Gmail reply generator using Spring Boot, Gemini API, React, and Chrome Extension

    JavaScript