Himanshu Solanki

Himanshu Solanki

Turning Data into Smart, Scalable Solutions

About Me

Final-year B.Tech CS (AI & Data Science) student at LNCT Bhopal (2026), passionate about turning raw data into intelligent, real-world systems.

Skilled in Machine Learning, Deep Learning, and Data Analytics — from building predictive models to creating interactive Power BI dashboards and intelligent systems.

As an undergraduate, I've already built and deployed RAG-based Generative AI applications — a domain most engineers explore only post-graduation. With 14+ live deployed projects, I believe in one thing: build it, deploy it, prove it.

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Skills

Languages

Python C SQL

ML / DL Frameworks

TensorFlow Keras Scikit-Learn XGBoost LSTM CNN

Generative AI & NLP

LangChain FAISS HuggingFace RAG Prompt Engineering NLTK TextBlob

Data & Analytics

NumPy Pandas Matplotlib Seaborn Plotly Power BI DAX Excel

Tools & Deployment

Streamlit Git GitHub REST APIs Vector Databases OpenWeather API

Agents & AI Tools

AI Agents LangChain Agents Tool Calling Retrieval Chains Memory Chains Sentence Transformers OpenAI API Groq API

Projects

1. Data Analytics (BI)

E-commerce Sales Dashboard

Designed an interactive Power BI dashboard with DAX measures to analyze sales performance, profits, and category trends across multiple product lines — enabling data-driven decisions for business stakeholders.

Demo (Video)

COVID-19 Global Dashboard

Developed a global COVID-19 monitoring dashboard using Power BI with dynamic date-slicers, trend analysis, and automated visual insights — tracking cases across 150+ countries in real time.

Demo (Video)

2. Machine Learning (ML)

Smart Crop Prediction AI

ML classification model recommending the optimal crop based on soil NPK levels, temperature, humidity, and rainfall. Deployed on Streamlit with real-time user input support.

Live App

Movie Recommendation System

Content-based recommendation system using TF-IDF vectorization and Cosine Similarity across 5,000+ movies to generate personalized suggestions. Deployed on Streamlit.

Live App

Loan Default Prediction

Classification model estimating loan default probability using customer financial history and demographics. Packaged into a clean Streamlit app for real-time risk assessment.

Live App

Ride Price Prediction

Regression model predicting ride fares using distance, time-of-day, weather conditions, and city zone features. Deployed on Streamlit with real-time fare estimates.

Live App

Insurance Charges Prediction

Regression model predicting medical insurance charges based on age, BMI, smoking status, and region. Integrated with a Streamlit dashboard for instant charge estimation.

Live App

Car Price Prediction

Regression model estimating resale car prices using vehicle age, brand, fuel type, and mileage. Deployed via Streamlit for instant second-hand price valuation.

Live App

Emotion Detection from Text

NLP-based emotion classifier using NLTK, TextBlob, and Scikit-Learn to detect emotions (joy, anger, sadness, fear) from user text input with strong classification performance.

Live App

3. Deep Learning (DL)

Bank Churn Prediction

Neural network model built with TensorFlow/Keras to predict customer churn using 10+ demographic and behavioral features. Deployed on Streamlit for real-time retention strategy support.

Live App

Cat-Dog Classification

CNN built with TensorFlow/Keras to classify cat and dog images. Trained on 25,000+ images achieving high-accuracy binary classification. Source code available on GitHub.

GitHub

Real-Time Weather Prediction

LSTM model integrated with OpenWeather API to forecast weather conditions in real-time. Predictions visualized on a modern Streamlit dashboard with live data refresh.

Live App

4. Generative AI & RAG Applications

Advanced PDF Chatbot (RAG)

Retrieval-Augmented Generation chatbot using LangChain, FAISS vector store, and OpenAI embeddings to answer context-aware questions from any uploaded PDF document. Deployed on Streamlit.

Live App

Education

B.Tech — Artificial Intelligence & Data Science

2022 – June 2026

🎓 LNCT Bhopal — RGPV University, Bhopal M.P.

Specializing in AI & Data Science with hands-on experience across Machine Learning, Deep Learning, NLP, Generative AI, and Business Intelligence. Built and deployed 14+ real-world projects throughout the degree — from Power BI dashboards to RAG-based LLM applications.

Machine Learning Deep Learning NLP Generative AI RAG Systems Business Intelligence

12th — Higher Secondary (CBSE)

2022

📚 Suryoday Global Academy, Harda (M.P.)

10th — Secondary (CBSE)

2020

📚 Suryoday Global Academy, Harda (M.P.)

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