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Hi, I'm Ramkumar R

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Who I Am

About Me

Ramkumar R

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.

University
Amrita Vishwa Vidyapeetham
Location
Coimbatore, India
Degree
B.Tech AI AND DATA SCIENCE (2024–2028)
Club Role
R&D Core — INIT Club
Expertise

Skills & Technologies

A versatile toolkit spanning AI/ML, embedded systems, web development, and cybersecurity.

Machine Learning & AI

TensorFlowPyTorch Scikit-learnDeep Learning NLPComputer Vision GANsLLMs

Data Science & Analytics

PandasNumPy MatplotlibSeaborn JupyterSQL Data Visualization

Programming Languages

PythonC/C++ JavaJavaScript MATLABR SQL

Embedded Systems & IoT

ESP32Teensy 4.1 ArduinoMAX30102 PPG SensorsSD Card FS

Web & Full Stack

HTML/CSSJavaScript FlaskWordPress Google Sheets APITelegram Bot

Cybersecurity

Dark WebNetwork Security CryptographyDeloitte Sim IBM Design Thinking
Journey

Experience & Activities

Research, internships, and leadership roles that shape my career.

April 2026 — Present

EEG Dataset Research Intern

Under Dr. Abhishek · Amrita Vishwa Vidyapeetham

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.

2025 — Present

Core Member — R&D Department

INIT Club · Amrita Vishwa Vidyapeetham

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.

2025

Data Science Intern

Apex Planet · Remote

Completed a 60-day intensive data science internship, working on real-world datasets, building predictive models, and developing end-to-end data analytics pipelines.

2025

Software Development Intern

CodeAlpha · Remote

Completed multiple software development tasks including automation tools, API integrations, and Python-based applications across 3 project cycles.

2025

Development Intern

CodSoft & VaultOfCodes · Remote

Built practical software projects, strengthened Python development skills, and contributed to real-world problem-solving through guided internship programs.

Portfolio

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.

C++ESP32MAX30102PPGCache Sim

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.

C++Teensy 4.1MLSD CardEmbedded

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.

PythonDiffusion ModelsJupyterMaterials 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.

PythonFlaskGoogle APIDashboard

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.

PythonTelegram APINLPAutomation

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.

PythonSchNetGNNPyTorchQM9

CollapseTracker — Model Collapse Dataset

Empirical dataset documenting progressive model collapse across recursive generations of synthetic training data. An important study on AI model degradation.

ML ResearchDatasetGenerative AI

End-to-End Data Analysis Portfolio

Comprehensive data analytics portfolio going from raw data to business insights, featuring EDA, statistical analysis, and visualization dashboards.

JupyterPandasMatplotlibAnalytics
Credentials

Certifications & Achievements

Continuous learning through industry-recognized certifications and competitive events.

Innovating with Google Cloud AI

Google Cloud / Coursera

AI Agents

Industry Certification

RAG and Agentic AI

Advanced AI Certification

Object Detection with Deep Learning

MathWorks / MATLAB

MATLAB Onramp & Plots

MathWorks

Python Course — Mastering Essentials

Scaler Topics
Nov 2025

Data Science Certification

Professional Certification

WordPress Development

Coursera

Cybersecurity Analyst Job Simulation

Deloitte (Forage)

Dark Web, Anonymity & Cryptocurrency

EC-Council
Nov 2025

IBM Design Thinking

IBM

Generative AI Tools

Professional Certification

Jailbreaking Large Language Models

Anokha 2024 — Amrita Techfest
Oct 2024

NatuRx Bio-Med Quiz

Je t'AIME Bio-Med Club — Amrita
Mar 2025

DECODEX — Kanam 2025

NGP iTECH & NGPASC
Feb 2025

Infosys Springboard AI Masterclass

Infosys
12 Certifications
Get in Touch

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.

GitHub
github.com/ramkumar27072006
LinkedIn
in/ramkumar-r-a16a79335
Instagram
@relentless_ram
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