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Hi there, I'm Ram Sundar Radhakrishnan ๐Ÿ‘‹

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About Me

I'm a passionate technologist with a wide blend of interests spanning semiconductors, supply chain optimization, and cybersecurity. Currently diving deep into the world of Machine Learning and Deep Learning, I love building innovative solutions.

  • Research Focus: LLM Fine-tuning, Knowledge Graph Construction, Computer Vision
  • Industry Interests: Semiconductor manufacturing, Supply chain resilience, Cybersecurity frameworks
  • Currently Learning: Advanced ML/DL techniques, MLOps, and AI Safety
  • Open to: Collaborations in AI research, supply chain tech, and security solutions

Tech Stack

Languages

Python C C++ JavaScript

AI/ML & Data Science

TensorFlow PyTorch Jupyter Pandas NumPy

Tools & Technologies

Git Linux

Featured Projects

Comprehensive experiments in fine-tuning Large Language Models and transformer architectures

  • Tech Stack: Python, Transformers, PyTorch
  • Key Features: Custom training pipelines, model optimization techniques

LLM based system for extracting semantic triplets from text to build knowledge graphs

  • Tech Stack: Python, NLP libraries, Graph databases
  • Applications: Information extraction, semantic search, knowledge discovery

VLM and LLM based video analysis system for monitoring student engagement using Vision-Language Models

  • Tech Stack: Computer Vision, VLLM, Deep Learning
  • Impact: Automated attention tracking, behavioral analysis

Efficient file transfer utility with cross-platform capabilities

  • Tech Stack: C, Network Programming
  • Features: Secure file transfer, automated backups, cross-platform compatibility

Real-time CPU and GPU temperature monitoring with intelligent alerts for Linux systems

  • Tech Stack: C++, System Programming
  • Features: Real-time monitoring, threshold alerts, performance optimization

GitHub Analytics

Let's Connect

I'm always interested in discussing emerging technologies, collaborative projects, and innovative solutions in AI, ML, DL, human resources management and supply chain management.

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Profile Views

โ€œAll can hear, but only the sensitive can understand.โ€

โ€” Khalil Gibran

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  1. LLM-Fine-Tuning-Experiments LLM-Fine-Tuning-Experiments Public

    Showcasing some of my experiments finetuning LLMs and other transformer based models

    Python

  2. TripletExtraction TripletExtraction Public

    Extracting Triplets from Sentences for creation of Knowledge Graphs

    Jupyter Notebook

  3. VideoProctoring VideoProctoring Public

    Using a VLLM based workflow for analysing student attentiveness for Video Proctoring

    Jupyter Notebook

  4. SFTPFileTransferProgram SFTPFileTransferProgram Public

    A small tool to easy transfer files between systems using SFTP - great for setting up a backup system!

    C

  5. TemperatureMonitor TemperatureMonitor Public

    A tool for monitoring CPU and GPU temperatures on Linux, with alerts!

    C++