Projects

Projects

Bank Customer Churn ANN

Flask app with a deep learning model that predicts if bank customers are likely to leave.

Python
Flask
TensorFlow

Potato Disease Classification (CNN)

CNN model classifying potato leaves as Early Blight, Late Blight, or Healthy using PlantVillage dataset.

Python
TensorFlow
KerasKeras
OpenCV

Stock Price Prediction (LSTM)

LSTM network forecasting stock prices based on historical Yahoo Finance data.

Python
PandasPandas
TensorFlow
⏱️ Time Series

Atliq Bank (Statistical Analysis)

Data cleaning, exploratory data analysis, statistical modeling, and A/B testing on synthetic banking data.

PythonPython
PandasPandas
NumPyNumPy
MatplotlibMatplotlib
Scikit-LearnScikit-Learn
🧪 A/B Testing

Sentiment Analysis Web App

Flask app that loads a trained NLP model to classify text as positive or negative.

Python
Flask
Scikit-Learn

Email Spam Detector

ML classifier using Naïve Bayes, Logistic Regression, and Random Forest with ~98% accuracy.

Python
Scikit-Learn

LoRA Fine-Tuning (LLM)

Efficient LoRA fine-tuning of TinyLlama-1.1B-Chat on GSM8K dataset for reasoning tasks.

PyTorch
Python
Hugging FaceHugging Face
🧩 LoRA
JupyterJupyter

PPE Detection (YOLOv8)

YOLOv8 + OpenCV system to detect helmets and vests in real-time video streams.

Python
OpenCV
PyTorch
YOLOYOLO

RAG Chatbot

Streamlit chatbot using Retrieval-Augmented Generation with summarization and memory.

Python
StreamlitStreamlit
OpenAIOpenAI

CrewAI Content Pipeline

Agentic AI system with multiple specialized agents (research, writing, SEO, QA) to generate and refine blog content.

Python
PyTorch
🤖 CrewAI

Basic Data Analytics

Data analysis project using SQL queries, EDA techniques, and window functions for insights.

SQLSQL
📊 EDA
🪟 Window Functions