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nankarkalpesh/README.md

Hi, I'm Kalpesh Nankar

AI/ML & Data Science | Generative AI | Computer Engineering

Final-year Computer Engineering student with a Minor in Data Science with Python, focused on Artificial Intelligence, Machine Learning, Generative AI, and Data Science.

I am interested in building practical AI-driven applications and working across the complete development workflow — from data preprocessing and machine learning to semantic retrieval, API integration, visualization, and deployment.


About Me

  • Final-year B.E. Computer Engineering student
  • Minor in Data Science with Python
  • Focused on AI/ML, Generative AI, NLP, and Data Science
  • Hands-on with RAG, LLMs, Vector Embeddings, and Semantic Search
  • Experienced with FastAPI, REST APIs, Streamlit, and AI API integration
  • Strong interest in building intelligent, data-driven applications
  • Currently strengthening Deep Learning, Advanced SQL, Statistics, and Generative AI

Technical Skills

Programming & Databases

Python • SQL • MySQL • HTML • CSS

Machine Learning

Scikit-learn • Classification • Regression • Clustering • Feature Engineering • EDA • PCA • Model Evaluation

Generative AI & NLP

RAG • LLMs • Prompt Engineering • Vector Embeddings • Semantic Search • NLP • Whisper • Ollama • Gemini API

Deep Learning

TensorFlow • Neural Networks • Deep Learning Fundamentals

Data Analysis & Visualization

Pandas • NumPy • Power BI • DAX • Power Query • Microsoft Excel • Matplotlib • Seaborn

Statistics

Probability • Central Limit Theorem • Hypothesis Testing • Statistical Analysis

Backend & Development Tools

FastAPI • REST APIs • Streamlit • Git • GitHub • Jupyter Notebook • Google Colab • VS Code


Current Focus

  • Generative AI and LLM Applications
  • Retrieval-Augmented Generation
  • Machine Learning
  • Deep Learning
  • Advanced SQL
  • Statistics for Data Science
  • AI Application Development

Career Interests

I am currently focused on opportunities in:

AI/ML • Generative AI • Data Science • Applied AI

My goal is to build practical and reliable AI systems that combine machine learning, data, and modern Generative AI technologies.


Connect With Me

LinkedIn: https://www.linkedin.com/in/kalpesh-nankar-0b485829a

Portfolio: https://nankar-kalpesh.vercel.app/

Email: nankarkalpesh08@gmail.com

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  1. RAG-Based-AI-Teaching-Assistant RAG-Based-AI-Teaching-Assistant Public

    RAG-based AI Teaching Assistant using Whisper, BGE-M3 and DeepSeek via Ollama to answer questions from course videos with lecture and timestamp references.

    Python 1

  2. InsightIQ InsightIQ Public

    AI-powered data analytics and data science workspace with automated profiling, KPI recommendations, dashboards, AutoML, predictions, and LLM-powered data chat.

    TypeScript 1

  3. movie-recommendation-system movie-recommendation-system Public

    Content-based Movie Recommendation System built with Python, NLP, Cosine Similarity and Streamlit, with live movie posters, ratings and details from OMDb API.

    Jupyter Notebook 1

  4. spotify-music-analytics-dashboard spotify-music-analytics-dashboard Public

    Interactive Power BI dashboard analyzing Spotify Top 50 World data, artist performance, song popularity, chart trends, album types, and streaming insights using DAX and Power Query.

    2

  5. Air-Ticket-Fare-Prediction-Analysis-PowerBI Air-Ticket-Fare-Prediction-Analysis-PowerBI Public

    Power BI dashboard for Indian domestic air fare analysis, airline and route insights, KPIs, and 30-day ticket price forecasting using DAX and Power Query.

    1

  6. Sales-Analysis-PowerBI Sales-Analysis-PowerBI Public

    Interactive Power BI Sales Analysis Dashboard featuring sales KPIs, order trends, customer insights, segmentation, and business performance analysis using Power Query and DAX.

    1