AI/ML AI Investment Committee for Binance A multi-agent AI system for cryptocurrency investment recommendations. Stock Price Forecasting LSTM models to forecast stock prices for Bangladeshi and global markets. SynthDetect Ultra: AI Image Forensics Advanced forensic tool to distinguish authentic photographs from AI-generated images (GANs, Diffusion). Uses explainable, physics-inspired and statistical features to detect synthetic "fingerprints" invisible to the naked eye. AI Companion Plugin An AI assistant plugin for Obsidian that allows you to ask questions, get responses, and include page content as context. AI vs Human Generated Text Detector An interactive web application to classify whether a given text is human-written or AI-generated. DataSciencePilot (RAG System) A chat-based interface to query custom PDFs using Pinecone and LLaMA-2. CVAnalyzerPro An AI tool to automatically score candidate CVs against job requirements. UberRidePrediction An XGBoost model packaged as a Python module to predict Uber fares. Pinecone Integration Suite Python libraries to simplify data handling for RAG systems. CaptionCraft A web application to generate image captions using the Google Gemini Pro Vision API. Market Price Prediction Implemented and compared multiple time-series models to predict product prices. Movie Recommendation System Implemented a KNN model using cosine similarity to recommend movies based on user input. Potato Disease Classification Built a CNN model achieving near-100% accuracy in classifying potato diseases from images. Diabetes Prediction Constructed an Artificial Neural Network with PyTorch to predict patient diabetes status. Interactive Convolution Visualizer An interactive web-based tool to visualize and understand convolution operations in deep learning and image processing. Attention Visualization Tool Interactive tool to visualize attention mechanisms between sentences using various attention types and vector similarity measures.
