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@init-club @Crimson-Trinity @PixelPack-exe

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ramkumar27072006/README.md

RAMKUMAR R

B.Tech in AI & Data Science (Medical Engineering)

Specializing in Machine Learning, Embedded Systems, and Intelligent Automation

"Passionate about transforming data into intelligent and impactful solutions. Interests lie in machine learning, data analytics, and intelligent automation."

Enjoy exploring the intersection of AI, software development, and real-world innovation — from building predictive models and visualizations to developing data-driven applications.

Currently focused on scalable and ethical AI systems.


Connect With Me

LinkedIn Gmail Portfolio Instagram


Experience

  • EEG Dataset Research Intern at Amrita Vishwa Vidyapeetham — Working on EEG signal processing and ML approaches for brain-computer interface applications (Apr 2026 – Present)
  • Core Member — R&D Department, INIT Club — Organized GitHub workshops (Anokha PR Game), conducted git training sessions, and contributed to open-source learning initiatives (2025 – Present)

Featured Projects

Project Description Tech
VitalCache ESP32-based biomedical sensing with real-time cache memory simulation C++, ESP32, MAX30102
SmartFS ML-driven embedded filesystem for Teensy 4.1 with intelligent block allocation C++, Teensy 4.1, ML
Biomaterial Crystal Gen Diffusion-based generative models for biomaterial structural patterns Python, Diffusion Models
QM/MM Δ-Learning SchNet & GNN models bridging quantum mechanics and molecular mechanics PyTorch, SchNet, GNN
CollapseTracker Empirical dataset documenting progressive model collapse across recursive generations ML Research, Dataset
AutoPulse SheetSync Full-stack automation dashboard with Google Sheets sync & live metrics Python, Flask, Google API

Tools and Tech

C C++ Java Python HTML5 CSS3 JavaScript Arduino Git MATLAB PyTorch TensorFlow Flask


📍 Amrita Vishwa Vidyapeetham, Coimbatore


github-snake

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  1. Crimson-Trinity/SmartFS-Teensy-4.1 Crimson-Trinity/SmartFS-Teensy-4.1 Public

    Custom-built filesystem for microcontrollers that manages how data is stored on an SD card. Unlike regular filesystems that just blindly write data to the next available block, SmartFS watches what…

    C++

  2. AutoPulse-Sheetsync AutoPulse-Sheetsync Public

    AutoPulse is a full-stack automation dashboard that seamlessly connects data pipelines, automates processing workflows, syncs with Google Sheets, and visualizes live business metrics through an int…

    Python

  3. LifeBrain-tele-bot LifeBrain-tele-bot Public

    Telegram productivity assistant built using python-telegram-bot. It helps users with calculations, weather updates, news, task reminders, and simple natural chat — without paid AI APIs.

    Python 1

  4. Crimson-Trinity/VitalCache-Multi-Vital-Sign-Cache-Analyzer Crimson-Trinity/VitalCache-Multi-Vital-Sign-Cache-Analyzer Public

    ESP32-based embedded system integrating real-time biomedical sensing (PPG, LM35, MAX30102) with cache memory simulation (Direct, Fully Associative, Set-Associative mapping). Includes firmware sourc…

    C++ 1

  5. Crimson-Trinity/Generative-Modeling-of-Biomaterial-Crystals Crimson-Trinity/Generative-Modeling-of-Biomaterial-Crystals Public

    Diffusion-based models can learn and generate structural patterns from biomaterial datasets. The combination of generative modeling and structural interpretation provides a meaningful approach for …

    Jupyter Notebook

  6. anokha-pr-game anokha-pr-game Public

    INIT Club's Interactive, GitHub-based learning activity designed to introduce participants to real-world open source contribution workflows. Participants learn how to work with issues, forks, branc…

    1