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Avin P S

Avin P S

Aspiring Data Scientist / ML Engineer

Final-year CSE (Data Science) student who learns by building.

From explainable ML end-to-end pipelines and predictive models to production ready React applications, I turn messy data into clear insights and ship end-to-end solutions that actually work. Outside of code, I lead my department's newsletter and coordinate college tech fests.

Open to opportunities in Data Science, ML Engineering, and AI development.

Skills & Education

30+ technologies and tools across DS, ML, Full-Stack Development & DevOps

B.Tech in Computer Science & Engineering
IES College of Engineering, Kerala · APJ Abdul Kalam Technological University
8.1
CGPA
Machine Learning & Data Science
Scikit-learn Pandas NumPy SciPy SHAP Matplotlib Seaborn Predictive Modelling Statistical Analysis Model Evaluation EDA
AI & NLP
HuggingFace Transformers RAG LangChain ChromaDB Explainable AI AI Decision Systems
Backend & APIs
Python FastAPI Pydantic WebSocket REST APIs SQL PostgreSQL SQLAlchemy
Frontend
React TypeScript JavaScript Tailwind CSS HTML / CSS Recharts
DevOps & Tools
Git & GitHub MLOps Vercel Vite npm / pip

Projects

5+ end-to-end projects from concept to deployment

Revlytics

Revlytics — AI Review Analyzer

Real-time customer review analytics with NLP sentiment analysis, RAG-powered Q&A, and WebSocket streaming.

FastAPIRAGWebSocketReact
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AI Health Coach

Adaptive AI Health Coach

Explainable ML risk profiling across 7 health dimensions with personalised meal and workout plans.

FastAPISHAPScikit-learnReact
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KTU Analyser

KTU Exam Result PDF Analyser

University result PDFs turned into interactive insights with an AI data analyst powered by Gemini.

NLPReactTypeScriptGemini AI
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SpaceX Prediction

SpaceX Falcon 9 Landing Prediction

End-to-end data science pipeline predicting booster landing success from historical launch data.

PythonScikit-learnSQL
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House Price Predictor

House Price Predictor

Decision Tree regression model predicting sale prices from property features.

PythonScikit-learnPandas
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BPM Detector

Automatic Metronome BPM Detector

Detects BPM from uploaded audio using Web Audio API — built for guitar practice.

JavaScriptWeb Audio API
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Certifications

Industry-recognised certifications that back the skills

IBM logo
IBM Data Science Professional Certificate
IBM · Coursera (Click to view certificate and know more)

Experience

Developing Intelligent Systems by Leading Collaborative Teams

Open to opportunities in AI, ML, DS and research.

Summer Intern
2026 — Present
Indian Institute of Information Technology (IIIT), Kottayam
Chief Editor
2024 — Present
DataXplorer Newsletter
  • Directed the editorial strategy and publication pipeline for the Data Science Department of my college
  • Researched emerging trends in AI and Machine Learning to curate high-quality technical content
  • Managed the end-to-end peer review and publication process
Co-Ordinator
2024 - Present
College Tech & Art Fests
  • Directed the planning and execution of technical and cultural events.
  • Served as the primary liaison between college administration, students, and external stakeholders to deliver high-impact events.
  • Managed event scheduling, volunteer allocation, and technical infrastructure.
  • Secured sponsorships and financial responsibilites enhancing the festival’s financial scale and resource quality

Contact

Let's Connect! Feel free to reach out!
Open to opportunities in AI, ML, DS and research.