#!/usr/bin/env python3
# >> shaun_jerome.py
class ShaunJerome:
name = "Shaun Jerome"
location = "Coimbatore, TN, India"
degree = "B.Tech Computer Engineering"
specialization = "Cybersecurity"
university = "Karunya Institute of Technology & Sciences"
sgpa = "8.17 / 10.0"
stack = [
"Python", "JavaScript (ES6+)", "Java", "C",
"React", "Next.js", "Tailwind CSS", "Framer Motion",
"FastAPI", "Google Gemini API", "FFmpeg", "ChromaDB"
]
currently_learning = [
"Advanced Penetration Testing",
"LLM Inference on Apple Silicon (ARM)",
"Zero-Trust Architecture & Secure APIs"
]
fun_fact = "I won SIH 2025 — a govt-level national hackathon 🏆"
def motto(self) -> str:
return "BUILD · SECURE · WIN"Achievements speak louder than code.
|
WINNER — Government of India
Built an offline-capable rural banking platform using USSD for keypad phone users with zero internet. Scam-prevention, fraud-reduction, full security architecture — presented to a government evaluation panel. ✅ Solution approved by the Government of India ✅ Addresses financial inclusion for millions of unbanked users |
3RD PLACE — National Level Built a DRM Anti-Piracy System — real-time licence verification, encryption at rest and in transit, tested against bypass and tampering attacks. Competed against teams from across India. ✅ Fully functional DRM prototype delivered ✅ 3rd place among national-level competitors |
// Languages
// Frontend & Frameworks
// Security & Tools
| Project | Stack | What it does |
|---|---|---|
| 👁️ KAIROS | Python · FastAPI · Next.js · Gemini API · SQLite | AI behavioral monitoring and drift detection system. Automated LLM red-teaming. |
| 📊 RAG-Eval | FastAPI · Next.js · ChromaDB · ONNX · Llama-3 | Observable RAG pipeline — scores its own answers for hallucination. Local embeddings. |
| ✂️ Cutwise | React · Next.js · Flask · Gemini API · FFmpeg | AI creator analytics — hook strength, pacing, retention, audio quality. PDF reports. Solo built end-to-end. |
| 🏦 Rural Banking App | USSD · Python · Security Engineering | SIH 2025 Winner — offline banking for keypad phones. No internet. Govt of India approved. |
| 🔐 DRM Anti-Piracy System | Encryption · Licence Verification · DRM | 3rd place nationally — real-time licence auth, tamper-tested, hackathon built. |
| 🔬 Apple Silicon LLM Research | ARM · LLM Inference · Quantization | Independent research on LLM thermal & performance on fanless Apple Silicon. |
👁️ KAIROS — AI Behavioral Monitoring & Drift Detection System · Solo Developer · 2026–Present
PythonFastAPINext.jsSQLiteSentence TransformersGemini APIAPScheduler
- Architected an end-to-end AI observability platform to monitor production LLMs and detect model drift
- Built a dual-engine system with a lightweight Python SDK and FastAPI backend calculating semantic drift
- Engineered an automated Red Team Probe Suite to stress-test target LLMs daily against 50 targeted queries
- Developed an LLM-as-a-Judge classifier that diagnoses root causes of CRITICAL drift events and triggers webhooks
🏦 Rural Digital Banking App — Smart India Hackathon 2025 · Frontend Developer · Sep–Dec 2025
USSDPythonOffline-FirstFraud PreventionSecurity Architecture
- Built offline-capable banking via USSD for keypad phones — zero internet required
- Designed scam-prevention and fraud-reduction for low-literacy users
- Architected end-to-end: backend logic, USSD flows, security layers
- Presented to Government of India panel — solution officially approved
🔐 DRM Anti-Piracy System — Aurelion National Hackathon 2026 · Security Developer · 3rd Place
DRMEncryptionReal-Time Licence VerificationTamper Testing
- Encryption at rest and in transit for protected digital content
- Real-time licence-verification system for content authentication
- Tested against bypass and tampering attacks
- 3rd place nationally among competing teams across India
✂️ Cutwise — AI Creator Intelligence Platform · Solo Developer · 2026–Present
ReactNext.jsFlaskGoogle Gemini APIFFmpegyt-dlpTailwind CSSFramer Motion
- Full-stack AI platform: hook strength, pacing, retention, audio quality, visual structure analysis
- Google Gemini multimodal AI for scene understanding and editing recommendations
- FFmpeg pipeline for frame extraction and timeline segmentation
- Analytics dashboard with synchronized video playback and subtitle readability scoring
- PDF reports for creator iteration — fully solo, end-to-end
📊 RAG-Eval — Observable RAG Pipeline · Full-Stack AI Developer · 2026
FastAPINext.jsChromaDBONNXLlama-3SQLiteTailwind CSS v4
- Architected and deployed a full-stack RAG pipeline with sub-second latency
- Engineered an "LLM-as-a-Judge" system scoring 100% of responses for faithfulness
- Optimized cloud constraints by replacing PyTorch with local ONNX models, reducing memory footprint by >80%
- Built a real-time observability dashboard tracking token usage, latency, and hallucination metrics
🔬 Apple Silicon LLM Efficiency Research · Independent Researcher · 2026–Present
LLM InferenceARMApple SiliconQuantizationEdge AI
- Analysed thermal behaviour and execution on fanless Apple Silicon MacBooks
- Documented performance across model sizes and quantization levels
- Evaluating power efficiency trade-offs for edge LLM deployment
| Degree | Institution | Year | Score |
|---|---|---|---|
| B.Tech Computer Engineering — Cybersecurity | Karunya Institute of Technology & Sciences, Coimbatore | Expected 2028 | SGPA 8.17 / 10 |
$ cat currently_learning.txt
🔐 Penetration Testing → Advanced exploitation, CTFs, red-team fundamentals
🤖 LLM on ARM → Quantization, thermal limits, edge inference
🌐 Secure Full-Stack → Zero-trust design, auth hardening, API security
☁️ Cloud Security → Docker, CI/CD pipelines, cloud posture management
🧠 Multimodal AI → Gemini API deep-dives, video understanding, embeddings> BUILD · SECURE · WIN
