profile

I am Sarveswaran,

About Me

I'm Sarveswaran MG, a passionate and driven problem-solver who enjoys turning ideas into meaningful, real-world solutions. With a strong analytical mindset and a deep curiosity for how things work, I approach challenges with both structure and creativity. I value consistency, continuous learning, and pushing myself beyond comfort zones to grow personally and professionally. I take pride in building things that are not only functional but impactful, and I'm motivated by the process of improving, refining, and delivering quality work. My goal is to keep evolving, take ownership of what I build, and contribute to projects that create lasting value.

Projects

Anfed

Agriculture platform with interactive maps and analytics dashboards. Optimized with lazy loading and code splitting for 60–80% faster performance. Built with scalable architecture and responsive animated UI.

Fenivi

Single Page Application with real-time events, blogs, and articles. Integrated Firestore subscriptions for dynamic updates. Modern animated UI using Tailwind CSS and modular components.

Porous Being

Architecture portfolio with horizontal galleries and modal views. Implemented smooth GSAP animations and optimized media loading. Responsive and SEO-friendly design with clean UI experience.

Research & Paper Works

Published

GDP Per Capita Forecasting using Machine Learning and Time-Series Models

A predictive analytics study analyzing socio-economic indicators affecting India's GDP per capita. Combines machine learning and statistical forecasting models for accurate economic prediction. Provides insights useful for policy planning and long-term economic decision making.

PythonARIMASupport Vector Regression (SVR)XGBoostData Imputation (misForest)Time Series Analysis

End-to-End Encrypted Chat System using AES and Diffie-Hellman Key Exchange

A secure messaging system implementing hybrid cryptography for protected communication. Diffie-Hellman establishes secure key exchange while AES ensures encrypted message transmission. Designed to prevent interception and ensure confidentiality in digital communication.

AES Encryption (128-bit)Diffie-Hellman Key ExchangeJava Crypto LibrariesBase64 EncodingNetwork Security Protocols

Multilingual Video Content Summarization using NLP and Translation Models

An intelligent system that converts video content into text, generates summaries, and translates them into multiple languages. The solution improves accessibility and learning efficiency by reducing video consumption time. Combines speech recognition, NLP summarization, and machine translation.

PythonSpeech RecognitionspaCyNLTKHuggingFace TransformersGoogleTrans APIROUGE & BLEU Metrics

Student–Teacher Query Solving Platform using NoSQL Architecture

A centralized digital platform designed to streamline communication between students and teachers through a ticket-based query system. The system enables secure authentication, structured query handling, and efficient resolution tracking. Built using Django and MongoDB to support scalable academic communication.

DjangoMongoDBDjongoPyMongoHTML / CSSMVC Architecture

Operational Excellence Optimization using AHP, TOPSIS and Lean Six Sigma

A multi-criteria decision framework designed to improve restaurant operational efficiency. Branches were evaluated using analytical ranking and quality improvement methodologies. Lean Six Sigma principles identified high-impact improvements for customer satisfaction.

AHPTOPSISPareto AnalysisQFDLean Six SigmaDecision Analytics

AI-Powered Privacy Protection System for Social Media Consent Management

An intelligent face recognition system that enforces consent-based privacy in social media. Automatically detects faces in uploaded images and requests approval before publishing. Combines MTCNN detection, ResNet embeddings, and human-in-the-loop decision making to protect individual privacy while enabling seamless content sharing.

Face RecognitionComputer VisionDeep LearningEthical AIMTCNNResNetReact.jsNhostPython MicroservicesPrivacy Engineering

Skills

Drag a Skill

DSA

DSA

React.js

React.js

JavaScript

JavaScript

HTML5

HTML5

CSS3

CSS3

Tailwind CSS

Tailwind CSS

Node.js

Node.js

Express.js

Express.js

REST APIs

REST APIs

MongoDB

MongoDB

SQL

SQL

PostgreSQL

PostgreSQL

Java

Java

Python

Python

NumPy

NumPy

Pandas

Pandas

TensorFlow

TensorFlow

Tableau

Tableau

Education

2020 – 2025

M.Tech (Integrated) – Computer Science

Specialization in Business Analytics

Vellore Institute of Technology (VIT), Chennai

Built strong foundations in software engineering, data systems, and data-driven decision making.

Let's Work Together

Have an idea or opportunity? Send me a message and let's build something amazing.