Artificial Intelligence & Machine Learning CXR Medical Report Generator Automated Multimodal Vision-Language Pipeline for Clinical Report Generation from Chest X-Rays. FracAtlas Bone Fracture Classification & Segmentation End-to-End CAD Radiographic Framework Combining DenseNet-121, ResNet-34 U-Net, and Meta's SAM for Zero-Shot Boundary Delineation. DeepRC Immune Repertoire Classification Deep Multiple Instance Learning (MIL) Architecture for High-Throughput TCR/BCR Sequencing and Immunodiagnostic Prediction. Semantic Image Search & Recommender Engine End-to-End Visual Product Retrieval Engine Pairing OpenAI CLIP Representation Learning with Qdrant Vector DB, FastAPI, and React. Intelligent Multi-Tool Movie Recommender System Multi-Modal Recommendation Engine Integrating Collaborative/Content Filtering, Neural Collaborative Filtering (NCF), and LLM Routing Agents. Multimodal T-Shirt Retrieval System Zero-Shot Multimodal IR Engine Combining CLIP Zero-Shot Visual Search, BLIP Image Captioning, and ChromaDB Dense Retrieval with Cross-Encoder Reranking. Quantitative Machine Trading Engine Algorithmic Trading Framework for Financial Time-Series Analysis, Signal Generation, and Risk-Adjusted Backtesting. Knowledge Engineering & Semantics Knowledge Engineering, Ontologies & Semantic Reasoning Suite Comprehensive Suite Spanning Macroeconomic Ontologies (Neo4j/OWL), Multi-Hop LLM Graph Reasoning (GPT-4.1), and Lexical Semantic Engineering (FarsNet & NetworkX). Software Engineering & Backend OpenUnderstand Static Code Analyzer An open-source, Python-based static code analysis and software metrics extraction framework utilizing ANTLR4 AST parsing for Java. Enterprise Resource Management & Office Automation Backend Scalable, Multi-App Django REST API with Role-Based Access Control, OpenAPI Documentation, and Corporate ERP Subsystems. Maritime Shipping & Logistics Management System Modular Backend and Containerized Platform for Cargo Forwarding, Consignment Lifecycle Tracking, and Vessel Logistics. Charity Platform Task & Resource Management System Modular Django Backend with Role-Based Access Control, Task Lifecycle State Machines, and Comprehensive Automated Testing. Low-Level Systems & Hardware xv6 OS Kernel Enhancements & Custom Schedulers Operating System Kernel Modifications Implementing Custom System Calls, Process Accounting, Priority Scheduling, and Multi-Level Queue (MLQ) CPU Schedulers. Tile-Based Hardware Accelerator & PE Array Register-Transfer Level (RTL) VHDL Design of a Scalable Parallel Processing Element Array for Compute-Intensive Workloads on FPGAs. Secure & Scalable DNA Data Storage Pipeline for Archival Big Data B.Sc. Thesis Implementation Integrating Lossless Huffman Compression and Symmetric Cryptography (AES vs. OTP) into Oligonucleotide Mapping Pipelines.