Open to internships & full-time opportunities

Hi, I'm Sugumaran

AI/ML Engineer

I build AI products, browser ML tools, and resilient full-stack systems — from model to frontend.

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✦ Who I Am

About Me

Sugumaran S.

Sugumaran S.

AI/ML & Full-Stack Engineer

Coimbatore, Tamil Nadu · India

Available ImmediatelyRemote · Open to Relocation

MCA '26 from Anna University, Coimbatore. I've been building across AI/ML, full-stack, and real-time systems throughout my degree — training models, wiring APIs, shipping frontends.

My strongest work sits where applied ML meets dependable product engineering: Python services, browser inference, real-time APIs, and polished Next.js interfaces.

Education

MCA — Anna University

Sri Venkateshwara College · 2024–2026 · 80%

BCA — Bharathiar University

Govt Arts & Science College, Gudalur · 2021–2024 · 83.71%

✦ What I Work With

Skills & Technologies

A practical stack for taking intelligent products from experiment to reliable interface.

Languages

Python (Primary)TypeScriptJavaScript (ES6+)SQL

Frontend

React.jsNext.jsTailwind CSS

Backend

FastAPIFlaskREST APIsWebSockets

Databases

MySQLMongoDB

Tools & OS

GitDockerLinux

AI / ML & NLP

Scikit-learnHugging FaceDistilBERTONNXPrompt EngineeringNLP

✦ Things I've Shipped

Featured Projects

A selection of shipped work across applied ML, browser inference, real-time collaboration, and product systems.

JobGuard — Fake Job Posting Detector screenshot

JobGuard — Fake Job Posting Detector

Shipped an ONNX-optimized fake-job detector that combines text classification, URL risk signals, and token-level explanations into one screening flow.

87.57% F1 on 17,880 EMSCAD listings; runtime model switching and INT8 quantization.

PythonDistilBERTONNXFlaskNLP
Sketchline — Real-Time Collaborative Whiteboard screenshot

Sketchline — Real-Time Collaborative Whiteboard

Built a collaborative canvas with resilient WebSocket sync, reconnect-safe replay, and shared undo/redo for teams drawing together.

Sub-100ms sync, late-join replay, nine brush types, and 64-step shared undo/redo.

FastAPIWebSocketsNext.jsTypeScriptCanvas
AI Shopping Agent — Multi-Source Product Search screenshot

AI Shopping Agent — Multi-Source Product Search

Built a fault-tolerant product search pipeline that aggregates sources, deduplicates listings, and ranks candidates with Gemini recommendations.

Retries, deduplication, and 30-minute caching keep results reliable on constrained hosting.

Next.jsFastAPIGeminiPythonScraperAPI
AI Content Detector screenshot

AI Content Detector

Moved AI-text detection into the browser with ONNX inference, confidence scoring, and span highlighting—useful feedback without sending writing to a server.

94.15% accuracy, 0.991 AUC, and sub-second client-side results.

DistilBERTONNXTransformers.jsFastAPINLP

✦ Let's Connect

Say hello — let's talk.

Open to AI/ML and full-stack roles, internships, and thoughtful collaborations.

Location

Coimbatore, Tamil Nadu · Open to relocation

Download Resume