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Advanced RAG pipeline ingesting medical documents with LlamaIndex, orchestrated via Agno Agent and Qdrant for vector storage and semantic retrieval.

• Ingest and chunk medical PDFs using LlamaIndex document loaders
• Embeddings stored in Qdrant for fast semantic similarity search
• Agno Agent orchestrates multi-step query decomposition
• TinyLlama (via Ollama) generates domain-specific answers locally
• Performance-optimised RAG workflow with context reranking

Digital Image Processing system using onboard camera feeds to detect cloud coverage, density, and turbulence potential in real-time for pilot advisories.

• Real-time cloud coverage and density estimation from camera frames
• ML classification for turbulence potential detection
• OpenCV-based DIP pipeline — noise filtering, segmentation, contour analysis
• Pilot advisory system with status output based on analysis results
• Tested against real aviation-domain image datasets

Comprehensive DBMS for state- and city-wise cyber-crime tracking, with robust backend analytics and an intuitive data visualisation frontend.

• State & city-level crime record storage with normalised schema design
• Full CRUD operations — create, read, update, delete crime entries
• Backend analytics: trend queries, crime frequency by region
• Data visualisation frontend for intuitive reporting
• MySQL with optimised joins and indexed queries for fast retrieval

High-fidelity responsive frontend for an F1 website supporting video streaming and a fully-functional e-commerce interface for merchandise.

• Fully responsive design with strong UI/UX for fan engagement
• Integrated video streaming section for race highlights
• E-commerce flow — browse, add to cart, checkout for F1 merch
• Team and driver profile pages with dynamic content sections
• Pure HTML/CSS/JS — zero frameworks, hand-crafted layouts

STM32F4-based embedded system using FSR sensors for real-time inventory monitoring with LED status indicators and UART-based alerts.

• STM32F4 microcontroller with ADC-calibrated FSR pressure sensors
• Real-time weight-to-stock-level mapping and threshold detection
• GPIO-controlled LED indicators for low/medium/full stock states
• UART communication for serial debug output and external alerts
• Bare-metal Embedded C — no RTOS, interrupt-driven design

Java OOP application applying encapsulation and polymorphism — users browse movies, select seats, book tickets, and receive interactive confirmations.

• Class hierarchy using inheritance and polymorphism for seat types
• Encapsulated booking logic with getter/setter-driven data management
• Interactive CLI flow — browse movies, pick showtime, choose seats
• Booking confirmation generator with receipt-style output
• Designed as a foundational OOP showcase project