All projects are created by me for learning and skill development. I used AI and Google for guidance but didn’t copy or fork any code.
- Huge Projects
Project name Description Technologies Date 01. AI Stock Forecast & Investment Advisor
(Team Project)This full-stack AI system forecasts stock prices by analyzing real-world and historical stock data. It uses the Gemini LLM to generate professional investment recommendations, accessible via a Streamlit web app, where users can also download analysis reports. crewai, google-generativeai, pandas, streamlit, plotly, fastapi, uvicorn, hashlib, sqlite3, python-jose, passlib, fpdf2, matplotlib, requests, sqlalchemy, keras, tensorflow, scikit-learn, langchain-community, langchain, yfinance, sentence-transformers, duckdb, kaggle 21/05/2025 02. Gemma Offline Studio Inspired by Google's AI Studio, this project provides a single platform for offline Chatting, streaming, agent tasks, and coding powered by Gemma 3n unsloth, pytorch, fastapi, camel-ai[owl], spacy, kokoro tts, gemma 3n 07/08/2025
- Mid Projects
Project name Description Technologies Date 01. Find UPC Using Computer Vision Automating the process of finding UPC tensorflow, keras, pandas, numpy, scipy, requests, and pyautogui 15/11/2024 02. YOLOv11 for Reading 7-Segment Weight scales (LP7510 - LP7516) Trained YOLOv11s on 30k grayscale images to read 7-Segment displays on weight scales. pytorch, ultralytics, opencv, robowflow 21/01/2025 03. YOLOv11 ROI and Tesseract OCR for Reading 7-Segment Weight Scales (LP7510 - LP7516) Trained YOLOv11n on 30k grayscale images to detect regions of interest (ROIs) containing 7-Segment displays on weight scales. then used the pretrained Tesseract OCR model to recognize 7-Segment numbers in the detected ROIs. PyTorch, ultralytics, pytesseract, opencv, robowflow 25/01/2025 04. Airbnb Scraper using LLM Utilizes crawl4ai for web crawling and an LLM (Gemini Flash) for extracting Airbnb room data based on a defined schema. The extracted data includes listing titles, prices, ratings, reviews, descriptions, capacities, room details, addresses, images, and amenities. crawl4ai, pydantic, gemini Flash 27/05/2025
- Small Projects
Project name Description Technologies Date 01. Fine-tuning Keras OCR Add custom layers, Adjust Hyperparameters, and Froze some Layers to increase the model accuracy keras_ocr, tensorflow, sklearn,, matplotlib, imgaug, numpy, pandas 26/11/2024 02. Handle imbalanced dataset Handle imbalanced dataset and using GridSearchCV and k-Fold for model validation numpy, pandas, sklearn, imblearn, xgboost, seaborn, and matplotlib 08/12/2024 03. Teeth Classification Teeth Classification using CNN numpy, pandas, tensorflow, sklearn, seaborn, and matplotlib 06/02/2025