0

Hello, I'm

Gautham Binoy

Dublin, Ireland Open to opportunities
Full Stack MSc Computing Python React AWS AI / ML
Latest commit Fetching activity...
01 About

I build things that live on the internet and solve real problems.

I design and build intelligent, scalable systems that transform data into real-world impact. With experience across AI/ML development, AWS cloud infrastructure, and full-stack engineering, I specialize in creating high-performance solutions — from machine learning pipelines and agent-based automation to end-to-end applications using Python, Django, React, and Node.js.

My core focus lies at the intersection of Artificial Intelligence & Machine Learning, Cloud Computing (AWS) & Distributed Systems, Automation & Agent-Based Workflows, and Full Stack Engineering. I'm deeply driven by how AI can reshape industries, especially in finance, data systems, and emerging technologies. Building systems that don't just run — but think, learn, and evolve.

0+ Public Repos
0+ Years Experience
0 Companies
02 Projects

A selection of things I've built — from AI platforms and data dashboards to full-stack apps and automation tools.

01
AI Platform

ClarityAI

Advanced AI text detection & humanization platform built with an ensemble pipeline of 17 independent signals for high-accuracy classification.

  • Detects text from GPT-4, Claude, Gemini, Llama & Mistral
  • 140+ features across linguistic, statistical & stylometric analysis
  • Real-time humanization engine with tone preservation
  • Full-stack React frontend + FastAPI backend, Dockerised
PythonFastAPIReactMUIDockerNLP
View Project
02
AI / Full Stack

ResumeShield

Dual-axis resume analysis tool that scores documents on ATS keyword compatibility and AI-generated content detection simultaneously.

  • ATS keyword matching against job description requirements
  • AI-generated text detection with confidence scoring
  • Side-by-side dual-axis report with actionable feedback
  • Deployed live on Vercel with CI/CD pipeline
PythonFastAPIReactTypeScriptDocker
Code Live Demo
03
Data Dashboard

Global Signal

Production-grade real-time global data dashboard aggregating 200+ public APIs into a unified, interactive interface with 13 data categories.

  • Rotating 3D Earth visualisation with live data overlays
  • ISS tracker, crypto sparklines & population counters
  • 40+ live counters with SWR caching & stale-while-revalidate
  • Interactive choropleth world maps with drill-down
Next.js 14TypeScriptTailwindRechartsSWRFramer Motion
Code Live Demo
04
FinTech

CryptoStock Pro

Real-time stock & cryptocurrency portfolio tracker with live WebSocket price feeds, interactive charting, and portfolio analytics.

  • WebSocket streaming for real-time price updates
  • Interactive candlestick & line charts with zoom/pan
  • Portfolio P&L tracking with allocation breakdown
  • JWT auth, trade finder & watchlist management
PythonReact 18WebSocketREST APIChart.js
View Project
05
AI / ML

Retriva RAG Engine

Production-ready Retrieval-Augmented Generation system combining sparse and dense retrieval with cross-encoder reranking for precise answers.

  • Hybrid BM25 + FAISS vector retrieval pipeline
  • Cross-encoder reranking for precision at top-k
  • Google Gemini LLM for grounded answer generation
  • FastAPI backend + Streamlit interactive UI
PythonFastAPIFAISSStreamlitGeminiLangChain
View Project
06
Full Stack

Dwello

End-to-end MERN real estate platform with AI-generated property listings, image management, and a complete auth system.

  • AI-powered listing description generation
  • JWT authentication with role-based access
  • Firebase image upload, storage & CDN delivery
  • Search with filters, map view & saved listings
MongoDBExpressReactNode.jsFirebase
View Project
07
AI / Automation

ViralCut AI

Automated short-form video generation pipeline — takes long-form content and produces platform-optimised clips for social media.

  • AI scene detection & highlight extraction
  • Auto-captioning, cropping & aspect ratio adaptation
  • Outputs for TikTok, Reels, Shorts & LinkedIn
PythonAI/MLFFmpegVideo Processing
View Project
08
Data Platform

Job Dashboard

Ireland-focused graduate job aggregator — scrapes, deduplicates, and presents roles from 10+ sources in a filterable dashboard.

  • Automated multi-source scraping pipeline
  • Deduplication, tagging & smart categorisation
  • Filterable dashboard with save & track features
TypeScriptReactNode.jsPuppeteer
View Project
09
Data Science

BA Insights

British Airways virtual experience — end-to-end data science project covering web scraping, NLP sentiment analysis, and predictive modelling.

  • Web-scraped 10K+ customer reviews for analysis
  • NLP pipeline: tokenisation, lemmatisation & sentiment scoring
  • Random Forest model predicting customer buying behaviour
  • Feature importance analysis & data visualisation
PythonJupyterNLPScikit-learnPandasMatplotlib
View Project
10
Open Source

Devfolio Template

Animated developer portfolio template with smooth page transitions, scroll-triggered animations, and a single-file personalisation config.

  • One JSON file to personalise entire site
  • Framer Motion page transitions & scroll animations
  • Fully responsive with dark/light theme
ReactTypeScriptTailwindFramer Motion
View Project
All Repositories on GitHub
03 Experience
January 2026 — March 2026

Quality Assurance Specialist

TP

Dublin, Ireland

August 2024 — March 2026

Python Developer (AI)

Outliner AI

Dublin, Ireland

January 2025 — September 2025

n8n AI Specialist Intern

Napblog

Dublin, Ireland

December 2022 — May 2024

Software Engineer

Cochin Enterprise

Kochi, India

August 2022 — September 2023

Full Stack Developer

One Team Solutions Edtech Pvt Ltd

Kochi, India

February 2021 — August 2022

AWS Cloud Administration

Sappio Consultancy Services Pvt Ltd

Kochi, India

04 Education
MSc, Information Systems in Computing

Dublin Business School

September 2023 — May 2024

BSc Computer Science, Information Technology

Sacred Heart College Thevara

April 2019 — April 2022

Python Django Developer, Computer Programming

One Team Solution

Certification

05 Toolkit

Languages

Python JavaScript TypeScript HTML / CSS SQL C#

Frameworks

React Next.js FastAPI Flask Django Node.js Tailwind CSS LangChain Streamlit

Infrastructure

Docker AWS Vercel Firebase MongoDB PostgreSQL Git Linux n8n

AI / ML

Claude API GPT-4 / OpenAI Google Gemini RAG Pipelines NLP LLM Integration Prompt Engineering
06 Contact

Let's work together.

Got a project, a question, or just want to say hi?

GitHub LinkedIn X Email