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ShudarshanKongkham/README.md

Hi there, I'm Shudarshan Kongkham! πŸ‘‹

AI Specialist & Computer Vision Engineer!
πŸš€ Passionate about leveraging cutting-edge AI to solve complex challenges and drive real-world impact πŸš€

LinkedIn Email Portfolio


πŸ§‘β€πŸ’» About Me

🎯 AI Specialist with deep expertise in Computer Vision, Machine Learning, and Deep Learning. I hold a Master of AI from UTS and have provided technical leadership in developing cutting-edge CV and NLP solutions, including solution architecture and MLOps pipeline design.

πŸ’‘ Technical Leader who excels at translating complex AI research into practical, scalable applications. I specialize in real-time video analytics, object detection & tracking, and multi-modal Agentic AI systems that deliver measurable business impact.

πŸ† Award-Winning Innovator with projects like:

  • "Gesture Fly" - People's Choice Award in UTS AI Showcase 2024
  • "Guardian AI" - Best Innovation/Research Award in UTS AI Showcase 2025

πŸŽ“ Educator & Mentor actively contributing to AI talent development by teaching Data Analytics and Deep Learning at UTS, fostering the next generation of AI practitioners.

🌏 Adventure Enthusiast who believes in work-life balance! When I'm not coding AI solutions, you'll find me hiking scenic trails πŸ₯Ύ, exploring new destinations ✈️, or staying active through basketball πŸ€, soccer ⚽, running πŸƒβ€β™‚οΈ, and cycling πŸš΄β€β™‚οΈ. I find that outdoor adventures fuel my creativity and problem-solving abilities in tech!


⚑ Technologies & Expertise

πŸ€– AI/ML Technologies

Python PyTorch Keras Scikit-learn Tensorflow

πŸ”¬ Computer Vision & NLP

OpenCV Langchain Ollama HuggingFace

πŸ› οΈ Development & Tools

C++ JavaScript Django Streamlit Jupyter

☁️ Cloud & MLOps

AWS Azure GCP Docker

πŸ—„οΈ Databases

PostgreSQL MongoDB Firebase

🌟 Core Competencies

🎯 Computer Vision

  • Object Localization & Tracking
  • Image Segmentation & Classification
  • Real-time Video Analytics
  • Optical Flow & Motion Analysis
  • 3D Vision & Depth Estimation

🧠 Machine Learning

  • Deep Neural Networks (CNN, RNN, Transformers)
  • Model Optimization & Quantization
  • Transfer Learning & Fine-tuning
  • AutoML & Hyperparameter Tuning
  • MLOps & Production Deployment

πŸ“ Natural Language Processing

  • Large Language Models (LLMs)
  • Multi-modal AI Systems
  • Text Generation & Summarization
  • Sentiment Analysis & Classification
  • RAG (Retrieval-Augmented Generation)

πŸ—οΈ Solution Architecture

  • Scalable AI Pipeline Design
  • Real-time Systems Architecture
  • Cloud-native AI Solutions
  • Edge Computing & Optimization
  • Data Engineering & ETL

🌐 Professional Impact

  • πŸ† Award-Winning Projects: Multiple recognition for innovative AI solutions
  • πŸ‘¨β€πŸ« Teaching Excellence: Educating future AI practitioners at UTS
  • πŸ’Ό Technical Leadership: Solution architecture for enterprise AI systems
  • 🀝 Community Contribution: Active mentor and knowledge sharing advocate

πŸ“ˆ Learning Philosophy

"Continuous learning and practical application are the keys to staying at the forefront of AI innovation. I believe in translating cutting-edge research into real-world solutions that create meaningful impact."


πŸ“« Let's Connect & Collaborate!

πŸ’¬ Open to collaboration on:

  • Computer Vision & Video Analytics projects
  • AI/ML research and development
  • Technical mentorship and knowledge sharing
  • Innovation in AI for social impact

πŸš€ Let's engineer impactful AI solutions that shape our future together!

Pinned Loading

  1. DataGeneration-VAE DataGeneration-VAE Public

    Exploring Variation Auto Encoders to generate new data. From MNIST to AUDIO data generation

    Jupyter Notebook

  2. GestureFly-tello-YOLOv9 GestureFly-tello-YOLOv9 Public

    Forked from Diegoalejandroingelec/dji-tello-YOLOv9

    Using Gesture Control for DJI Tello using Yolov9

    Jupyter Notebook

  3. Video_Analytics-MOTA_Evaluation Video_Analytics-MOTA_Evaluation Public

    Image Processing: Object Localization and Tracking. Research and Exploration

    Jupyter Notebook

  4. FVLegion/GuardianAI_Training FVLegion/GuardianAI_Training Public

    This repository will contain the necessary files that will allow training of the CICD ClearML pipeline.

    Python