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Ankit-Kumar-Jha-01/README.md

πŸš€ Data Scientist β€’ Machine Learning Engineer β€’ Full Stack Developer

Building Data-Driven Solutions β€’ Machine Learning & Deep Learning β€’ NLP & Computer Vision β€’ Generative AI & AI Agents



πŸ’« About Me

Name: Ankit Kumar Jha

Role: Data Scientist | Machine Learning Engineer

Specializations:
  - Data Science & Analytics
  - Machine Learning
  - Deep Learning
  - Natural Language Processing
  - Computer Vision
  - Generative AI
  - LLM Applications
  - RAG & AI Agents
  - Django & ML Deployment

Mission:
  Building data-driven intelligent systems that solve real-world business problems.

🎯 Current Focus

🟒 Building End-to-End Data Science & Machine Learning Projects

🟒 Developing Deep Learning & Computer Vision Solutions

🟒 Exploring Generative AI, LLMs & RAG

🟒 Learning AI Agents & Agentic Workflows

🟒 Strengthening NLP & Transformer-Based Applications

🟒 ML Model Deployment with Django

🟒 Continuous Learning & Problem Solving


⚑ Technology Stack


🧠 Core Expertise

Domain Technologies
Data Science Python, NumPy, Pandas, Matplotlib, Seaborn
Machine Learning Scikit-learn, Regression, Classification, Clustering
Deep Learning ANN/MLP, CNN, YOLOv8
NLP & Transformers BERT, DistilBERT, Hugging Face
Generative AI LLMs, Prompt Engineering, AI Agents
RAG Systems RAG, LangChain, Vector Databases
Backend Development Django, FastAPI
Databases MySQL, PostgreSQL, SQL
Programming Python, Java, C++
Tools & Platforms Git, GitHub, VS Code, Google Colab

πŸ—οΈ Engineering Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚        Applications        β”‚
β”‚       Django β€’ APIs        β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
              β”‚
              β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚      Data & Analytics      β”‚
β”‚ Python β€’ Pandas β€’ SQL      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
              β”‚
              β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚       ML / AI Layer        β”‚
β”‚ Scikit-learn β€’ CNN β€’ YOLO  β”‚
β”‚ NLP β€’ Transformers         β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
              β”‚
              β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚       Emerging AI          β”‚
β”‚ GenAI β€’ LLMs β€’ RAG         β”‚
β”‚ AI Agents β€’ LangChain      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸš€ Featured Projects

πŸ” Business Failure Investigator

AI-powered business analytics system that detects unusual KPI changes and investigates possible business causes using data-driven evidence.

Tech: Python β€’ SQL β€’ Scikit-learn β€’ AI Agents β€’ Django


✈️ British Airways Customer Booking Prediction

Machine learning project predicting customer booking completion and evaluating model performance using classification metrics.

Tech: Python β€’ Pandas β€’ Scikit-learn β€’ Random Forest β€’ Data Analysis


🧠 MCA eConsultation Sentiment Analysis

NLP system for analyzing public comments and classifying them into negative, neutral, and positive sentiment using DistilBERT.

Tech: Python β€’ NLP β€’ DistilBERT β€’ Hugging Face β€’ Django


🚦 Traffic Sign Detection in harsh condition

Deep learning-based traffic sign detection system supporting 61 different traffic sign classes using YOLOv8.

Tech: Python β€’ YOLOv8 β€’ CNN β€’ Computer Vision β€’ Google Colab


πŸ”₯ Contribution Streak

GitHub Streak


πŸ† GitHub Summary


🌱 Currently Learning

  • Generative AI & LLMs
  • RAG Systems
  • LangChain
  • AI Agents & Agentic Workflows
  • Prompt Engineering
  • LLM Application Development
  • MLOps & Model Deployment

πŸ† Professional Strengths

βœ… Data Analysis & Machine Learning

βœ… Deep Learning & Computer Vision

βœ… NLP & Transformer Models

βœ… Python & SQL

βœ… ML Model Development

βœ… Django-Based ML Deployment

βœ… Data Preprocessing & Feature Engineering

βœ… Model Evaluation & Optimization

βœ… Building End-to-End ML Projects

βœ… Unlocking GenAI skills - LLM, LangChain, RAG and many more....


πŸ“« Connect With Me


πŸ’‘ Transforming Data & Ideas Into Intelligent Solutions Through AI & Engineering

Pinned Loading

  1. British_Airways-Job_Simulation-Data_Science British_Airways-Job_Simulation-Data_Science Public

    Jupyter Notebook

  2. HR-digital-solution-management HR-digital-solution-management Public

    Jupyter Notebook

  3. NLP-model-for-MCA-eConsultation-Sentiment-Analysis NLP-model-for-MCA-eConsultation-Sentiment-Analysis Public

    Jupyter Notebook

  4. Traffic-sign-detection-in-harsh-conditions Traffic-sign-detection-in-harsh-conditions Public

    Jupyter Notebook