Hi, I'm Ramkumar R
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About Me
Passionate about transforming data into intelligent solutions
I'm a 2nd-year B.Tech student in Computer Science & Engineering at Amrita Vishwa Vidyapeetham, Coimbatore. My interests lie at the intersection of Machine Learning, Data Analytics, Embedded Systems, and Intelligent Automation.
I enjoy exploring AI, software development, and real-world innovation — from building predictive models and visualizations to developing data-driven applications. I'm also a Core Member of the Research & Development department at INIT Club, my university's premier tech club.
Currently focused on scalable and ethical AI systems, and working on EEG dataset research under the guidance of Dr. Abhishek.
Skills & Technologies
A versatile toolkit spanning AI/ML, embedded systems, web development, and cybersecurity.
Machine Learning & AI
Data Science & Analytics
Programming Languages
Embedded Systems & IoT
Web & Full Stack
Cybersecurity
Experience & Activities
Research, internships, and leadership roles that shape my career.
EEG Dataset Research Intern
Working in a team of 4 on EEG (Electroencephalogram) datasets, exploring signal processing and machine learning approaches for brain-computer interface applications. Currently in month 2 of the internship.
Core Member — R&D Department
Research & Development core member at INIT, the premier tech club. Organized GitHub workshops (Anokha PR Game), conducted git training sessions, and contributed to open-source learning initiatives for the student community.
Data Science Intern
Completed a 60-day intensive data science internship, working on real-world datasets, building predictive models, and developing end-to-end data analytics pipelines.
Software Development Intern
Completed multiple software development tasks including automation tools, API integrations, and Python-based applications across 3 project cycles.
Development Intern
Built practical software projects, strengthened Python development skills, and contributed to real-world problem-solving through guided internship programs.
Featured Projects
From embedded firmware to generative AI — here's what I've been building.
VitalCache — Multi-Vital Sign Cache Analyzer
ESP32-based embedded system integrating real-time biomedical sensing (PPG, LM35, MAX30102) with cache memory simulation — Direct, Fully Associative, and Set-Associative mapping.
SmartFS — ML-Driven Embedded Filesystem
Custom-built filesystem for Teensy 4.1 microcontrollers with machine learning-driven block allocation. Unlike regular filesystems, SmartFS watches access patterns to optimize storage.
Generative Modeling of Biomaterial Crystals
Diffusion-based generative models that learn and create structural patterns from biomaterial datasets, combining generative AI with structural interpretation for material science.
AutoPulse SheetSync
Full-stack automation dashboard connecting data pipelines, automating processing workflows, syncing with Google Sheets, and visualizing live business metrics through an interactive interface.
LifeBrain Telegram Bot
Telegram productivity assistant for calculations, weather updates, news, task reminders, and natural chat — all without paid AI APIs. Built with python-telegram-bot.
QM/MM Δ-Learning Correction Energies
Predictive modeling using SchNet, GNNs, and MLPs to bridge the gap between quantum mechanics and molecular mechanics simulations on the QM9 dataset.
CollapseTracker — Model Collapse Dataset
Empirical dataset documenting progressive model collapse across recursive generations of synthetic training data. An important study on AI model degradation.
Certifications & Achievements
Continuous learning through industry-recognized certifications and competitive events.
Innovating with Google Cloud AI
AI Agents
RAG and Agentic AI
Object Detection with Deep Learning
MATLAB Onramp & Plots
Python Course — Mastering Essentials
Data Science Certification
WordPress Development
Cybersecurity Analyst Job Simulation
Dark Web, Anonymity & Cryptocurrency
IBM Design Thinking
Generative AI Tools
Jailbreaking Large Language Models
NatuRx Bio-Med Quiz
DECODEX — Kanam 2025
Infosys Springboard AI Masterclass
Let's Connect
Open for collaborations, research opportunities, and interesting projects.
Let's build something amazing together.
Whether you have an exciting project, research opportunity, or just want to say hi — I'd love to hear from you.