Featured Projects¶
Explore my portfolio of AI and machine learning projects, ranging from computer vision applications to natural language processing and medical imaging.
Computer Vision Projects¶
Palm Tree Detection Web App¶
A web application that detects and counts palm trees in uploaded images using a custom-trained object detection model.
Technologies: Object Detection, Roboflow, FastAPI, Computer Vision
Pneumonia Detection System¶
A deep learning model using CNNs to detect pneumonia from chest X-ray images, assisting healthcare professionals with automated diagnosis.
Technologies: Deep Learning, CNN, Medical Imaging, TensorFlow/Keras
OCR - IT09 Data Panel¶
An automated system using OCR technology to read and record radiation dose data from IT-09 Data Panel.
Technologies: OCR, Tesseract, Computer Vision, Real-time Processing
Natural Language Processing¶
ForceX AI Chat¶
An AI chatbot application exploring free models on Hugging Face, implementing the Mistral 7B model for speed and open-access capabilities.
Technologies: NLP, Mistral 7B, Hugging Face, Chatbot, LLM
IoT & Data Systems¶
getSensData¶
A real-time web application for collecting, displaying, and visualizing medical sensor data like oxygen saturation and heart rate.
Technologies: Node.js, MongoDB, Real-time Data, IoT, Web Sockets
Enterprise & Media Solutions¶
Recommendation Systems Research & Exploration¶
A comprehensive research project implementing and comparing YouTube Two-Tower, Netflix Foundation, and Hybrid recommendation architectures. Includes interactive exploration apps and systematic Grid Search optimization achieving 0.744 combined score.
Technologies: PyTorch, FAISS, Transformers, Gradio, Python
Highlights: 108 configurations tested, 3 recommendation systems, enterprise-grade data models
Media Platform - Ad Campaign Management¶
An enterprise platform for managing advertising campaigns in media and broadcast industry with advanced content delivery and analytics capabilities.
Technologies: Modern Web Technologies, Content Management, Media Delivery, Analytics
Status: Private Company Project
AI-Powered Help & QNA System¶
An intelligent question-answering and help system leveraging generative AI for automated customer support and knowledge management.
Technologies: Generative AI, NLP, Large Language Models, Knowledge Base Systems
Status: Private Company Project
Enterprise Platform V2¶
Next-generation enterprise platform with enhanced features for media convergence and E-commerce integration.
Technologies: Full-Stack Development, Microservices, Cloud Architecture
Status: Private Company Project
Project Categories¶
Computer Vision¶
Object detection, image classification, medical imaging, OCR
NLP & Chatbots¶
Large language models, conversational AI, text processing
Healthcare AI¶
Medical image analysis, diagnostic tools, health monitoring
IoT & Sensors¶
Real-time data collection, sensor integration, embedded systems
Enterprise & Media Solutions¶
Media platform development, advertising campaign management, AI-powered customer support