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Abhinav8899/README.md

Hi there πŸ‘‹ I'm Abhinav

Typing SVG

I am a CSE B.Tech student at Rajkiya Engineering College, Kannauj, specializing in autonomous systems, path planning algorithms, and compiler architecture. My work bridges robotics, optimization, and language design with a focus on high-performance implementations. When I step away from my setup, you can usually find me out trying to capture the perfect Solar-photography or lightning shot.


πŸ“Š GitHub Analytics

GitHub Streak Top Languages


Contribution Graph

πŸ’» Tech Stack & Tools

Languages
Java Python C JavaScript

Databases
PostgreSQL MongoDB

AI, ML & Algorithms
Reinforcement Learning Path Planning Algorithms

OS & Workflow
Ubuntu Arch Linux Git Bash


πŸš€ Featured Projects

πŸ€– Autonomous Systems & Path Planning

Project Description Highlights
Hybrid ChOA-DQN Path Planning Hybrid path planning combining RRT* with Deep-Q-Network for dynamic environments. πŸ€– RL-based optimization
🎯 Classical & learning integration
3D RRT* for UAVs 3D Rapidly-exploring Random Tree Star algorithm implementation for autonomous vehicles. 🌳 Robust 3D trajectory generation
⚠️ Complex collision detection
Improved Dijkstra 3D Optimized 3D A*/Dijkstra path planner utilizing voxel-based grid search. 🧊 18-direction movement
🎯 Heuristic-driven optimization

🧠 Compilers & Optimization

Project Description Highlights
Smart-mini-C-Compiler Advanced compiler architecture for a custom C-like language featuring constant folding and dead code elimination. 🎯 Scoped symbol tables
🧠 AI "Did you mean?" corrections
Adaptive GWO Bio-inspired metaheuristic (AGWO) optimized for 3D path planning and robotic trajectories. 🐺 Adaptive recovery logic
🌍 Complex obstacle navigation

πŸ“‘ Emerging Technologies

Project Description Highlights
IoD Low-Latency Comm Next-generation IoT communications for distributed drone network architectures. 🌐 Swarm architecture
⚑ Ultra-low latency protocols

🎯 Core Competencies

  • Algorithm Design & Optimization – Advanced pathfinding, search, and metaheuristic algorithms (ChOA, GWO)
  • Compiler Design – Lexing, parsing, AST optimization, TAC generation
  • Robotics & UAVs – Autonomous navigation, collision avoidance, 3D environment planning
  • Machine Learning – RL, DQN, neural network integration
  • Software Architecture – Modular design, scoped symbol tables, Linux-based development environments

🌱 Currently Exploring

  • πŸ›‘οΈ Verifiable DSLs for Privacy (guaranteeing Differential Privacy at the front-end)
  • 🚁 Advanced UAV swarm coordination
  • 🧠 Hybrid classical-learning path planning approaches
  • πŸ”„ Real-time AST optimization techniques

πŸ’¬ Let's Connect!


"Building intelligent systems that navigate complexity." πŸš€

Popular repositories Loading

  1. Improved-dijkstra-path-planning-in-3D-environment Improved-dijkstra-path-planning-in-3D-environment Public

    An optimized 3D A*/Dijkstra path planner for UAVs. Features voxel-based grid search, 18-direction movement support, and heuristic-driven optimization for finding the mathematically shortest path in…

    Python 4

  2. Smart-mini-C-compiler Smart-mini-C-compiler Public

    An advanced compiler architecture for a custom C-like language. Features include a scoped symbol table, AI-assisted "Did you mean?" error correction, in-place AST optimization, and Three-Address Co…

    C 2

  3. Adaptive-grey-wolf-optimization-GWO- Adaptive-grey-wolf-optimization-GWO- Public

    An Augmented Grey Wolf Optimizer (AGWO) implementation for 3D path planning. This bio-inspired metaheuristic optimizes trajectories for UAVs and robotics in complex obstacle environments with adapt…

    Python 1

  4. Rapidly-exploring-Random-Tree-Star Rapidly-exploring-Random-Tree-Star Public

    A robust 3D implementation of the RRT (Rapidly-exploring Random Tree Star) algorithm in Python for UAVs. Includes collision detection for spherical/box obstacles and performance bench-marking for o…

    Python

  5. AStar AStar Public

    A high-performance Python implementation of the A (A-Star) search algorithm. Features modular heuristic support and automated performance benchmarking for pathfinding analysis.

    Python

  6. web-counselling web-counselling Public