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Building a Road side assistance service
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Building a Road side assistance service
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naax005/README.md
Typing SVG

Portfolio LinkedIn Instagram Email

🕸️ About Me

name: Alinas Ferdavus F
role: Final-Year B.Tech AI & Data Science Student
cgpa: 8.6 / 10.0
location: Chennai, India
current_focus: Data Science / Data Analyst roles
side_quest: Founder @ XYPHER — branding & UI/UX studio
markets: XAUUSD, EURUSD, NZDUSD — Smart Money Concepts trader
  • 🔭 Actively building ML systems — from house price prediction to fraud/scam detection
  • 🎓 Two data science internships: Gradtwin Services (Par Excellence Award) & Data Brick
  • 🎨 Running XYPHER — a branding & UI/UX design studio (@xypher_lio)
  • 📈 Analyzing Gold & Forex markets using SMC — order blocks, FVGs, liquidity sweeps
  • 💬 Ask me about XGBoost, EfficientNet, Random Forests, or SMC trade setups

⚡ Featured Projects

🪸 CoralVision
Deep learning web app classifying coral reef health via EfficientNet-B0
94.8% validation accuracy · Python TensorFlow Flask

🛡️ Job Scam Detector
NLP/TF-IDF classifier catching fraudulent job postings, built from lived experience
Flask UI Scikit-learn NLP

🏠 House Price Prediction
XGBoost regression model for real estate price estimation
R² = 0.91 · Python XGBoost

📉 Customer Churn Prediction
Classification model predicting customer attrition
92% Accuracy · F1 = 0.90

🦴 PBAT–HAp Scaffold Strength Prediction
Random Forest model optimizing biomaterial blend ratios for tissue engineering
R² = 0.8774 · 44/56 blend @ 25.13 MPa

🚗 XYPHER Auto Marketplace
Smart platform for vehicle rentals & genuine spare parts
Full-Stack Marketplace

🛠️ Tech Stack

Python SQL TensorFlow Scikit--learn Pandas Flask Figma Git

📊 GitHub Stats

🎨 Also Building — XYPHER

Branding & UI/UX studio crafting identity systems for real clients
Instagram · Case studies: Den Culture Café · Xpoz Creation


Popular repositories Loading

  1. queries queries Public

    Basic queries for SQL setup

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  2. XYPHER-Smart-Automotive-Marketplace-Rental-Platform XYPHER-Smart-Automotive-Marketplace-Rental-Platform Public

    XYPHER is a smart automotive platform that lets users rent bikes and cars, purchase genuine auto spare parts, and manage vehicle-related services through a seamless, secure, and user-friendly mobil…

    1

  3. Gesture-Particles Gesture-Particles Public

    A real-time hand gesture visualization project using MediaPipe Hands and Three.js. Tracks hand movements through a webcam and generates interactive 3D particle effects, demonstrating the integratio…

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  4. CoralVision-AI-Based-Coral-Reef-Health-Detection CoralVision-AI-Based-Coral-Reef-Health-Detection Public

    CoralVision is a deep learning web app that classifies coral reef images as Healthy or Bleached using EfficientNet-B0.

    Python 1

  5. -house-price-prediction- -house-price-prediction- Public

    1

  6. Job-Scam-Detector Job-Scam-Detector Public

    Python 1