A.K.A My Flex Page. This has a Comprehensive Compilation of my best Projects
Generates high-affinity protein ligands using diffusion models. Inspired by AlphaFold's refiner approach, LigNet uses molecular embedding to design novel therapeutic compounds with precise binding characteristics.
Built a transformer architecture from ground up using PyTorch, focusing on the MLP and Backpropagation components. Implemented and recreated Attention is all you need paper.
Fine-tuned BERT model to predict book genres based on their titles. The project showcases practical application of transfer learning and text classification using transformer models.
Developed a RAG-based pipeline allowing LLMs to interact with large databases. The PDF chatbot component enables direct questioning and information retrieval from PDF documents using LLaMA model.
Natural language processing project for detecting antonyms using word embeddings and semantic analysis. Implements various NLP techniques for relationship detection.
Created a domain-specific language for machine learning workflows, simplifying complex ML pipeline creation with intuitive syntax and automated optimization.
Competition solutions and implementations for AI Arena preliminary rounds, featuring various machine learning challenges and algorithmic solutions.
Complete simulation of a 5-stage pipelined processor implementing RISC architecture with hazard detection, forwarding, and branch prediction mechanisms.
Advanced cache management implementation with various replacement policies, cache coherence protocols, and performance optimization techniques.
Hardware implementation of AES decryption using finite state machines in VHDL. Features optimized datapath and control unit for cryptographic operations.
Advanced file recovery system implementing various recovery algorithms for different file systems with support for fragmented and corrupted data recovery.
Advanced slicing algorithm for 5-axis 3D printing and CNC machining. Implements complex geometric calculations for multi-axis toolpath generation and collision avoidance.
Intelligent segmentation system for 5-axis G-code optimization, reducing print time and improving surface quality through advanced toolpath analysis.
Optimization algorithms for minimizing wire length in VLSI circuit design. Implements various placement and routing strategies for electronic design automation.
Advanced algorithms for minimizing propagation delay in digital circuits through optimized gate sizing and buffer insertion strategies.
Implementation of various bin packing algorithms including First Fit, Best Fit, and advanced heuristics for solving NP-hard optimization problems.
High-performance spreadsheet application built with Rust and WebAssembly, featuring real-time collaboration and advanced calculation engine.