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Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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namann5/README.md

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👋 About Me

coding

Backend engineer building REST APIs, AI-integrated services, and distributed tooling. Primary stack: Node.js + Express + MongoDB, with Python for ML-adjacent work.

  • DeepScan — AI-powered deepfake & synthetic image detection with PyTorch (Xception) + EXIF forensics + weighted score fusion
  • Autonomous Driving System — Real-time ADAS perception pipeline with YOLOv8 detection, ByteTrack, MiDaS depth, lane detection, collision risk analysis, and a React dashboard
  • Ai_Customer_Service — AI-driven customer service automation for support ticket handling

🛠️ Tech Stack

🚀 Featured Projects

DeepScan

AI-Powered Deepfake & Synthetic Media Detector

3-layer detection pipeline powered by a PyTorch Xception model:

  • Deep learning inference — Xception backbone for visual forgery features
  • EXIF metadata forensics — camera info, AI software flags, timestamp analysis
  • Weighted score fusion — combines all signals into a final probability verdict

Supports both image and video upload with real-time results.

Node.js Express MongoDB FastAPI PyTorch React

Autonomous Driving System

Real-Time ADAS Perception Pipeline

Perception stack with YOLOv8 object detection, ByteTrack multi-object tracking, MiDaS monocular depth estimation, Hough + polyfit lane detection, and collision risk analysis (TTC + distance-based).

Includes a full-stack dashboard with live WebSocket video streaming and real-time telemetry.

Python YOLOv8 PyTorch FastAPI React TypeScript OpenCV

🌐 Open Source

Org Contribution Status
OSCG'26 CSV export with auth middleware + test coverage Merged
GSSoC'26 Agenda.js persistent job queue for ABAC permission system In Progress

📊 GitHub Stats

I'm actively looking for Software Engineer internships — feel free to reach out if you're hiring or want to collaborate.

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  1. Ai_Customer_Service Ai_Customer_Service Public

    HTML

  2. Ai_deepfake Ai_deepfake Public

    AI-powered deepfake & synthetic image detection system — Node.js backend with EXIF forensics, visual artifact analysis, and weighted score aggregation.

    JavaScript 3 3

  3. Anime-muesuem Anime-muesuem Public

    JavaScript

  4. noctratech-web noctratech-web Public

    Forked from technoctra/noctratech-web

    Noctratech-Website

    TypeScript

  5. Weather-App Weather-App Public

    CSS