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Aman071106/README.md

Hey, I'm Aman Gupta


🌟 About Me

  • 🤖 AI/ML & Multimodal Developer — building intelligent, efficient, user-centric systems
  • 🔥 Agentic AI + LLM Systems — pipelines, orchestration, autonomous workflows
  • 🧠 Strong in Computer Vision, PyTorch, RAG, Embeddings, Model Optimization
  • 📱 Flutter Developer — Built Vertex, an institute-wide app
  • 🏹 Competitive Programmer — Codeforces Specialist (1560)
  • 🔗 Connect with me on LinkedIn

🧭 Skill Map


🛠️ Tech Stack

🚀 AI/ML & Backend

🧩 App & Web Development

🧰 Tools & DevOps


🚀 Featured Projects

🔥 AI Photo Editor 2030 — Inter IIT Tech Meet 14

📌 Computer Vision · Multimodal · Agentic AI
🔗 Repo: https://github.com/Aman071106/AURORA-AGENTIC-PHOTO-EDITOR

  • Multi-stage CV pipeline (YOLO11n, BiRefNet, DepthAnything-V2, MI-GAN, SwinIR)
  • 5–10s end-to-end edits on 2024 GPUs → 1.5–2.2s projected mobile INT4
  • Dual-agent architecture (Fast Agent + Thinking Agent)

💬 Milo Mate — On-Device AI Customer Support

📌 Gemini Nano · RAG · Chrome Extension
🔗 https://github.com/Aman071106/google_built_in_ai

  • Offline multilingual voice chat (sub-second latency)
  • Local embeddings + RAG for instant webpage understanding

🧠 RSNA Intracranial Aneurysm Detection (Kaggle)

📌 3D CNNs · MONAI · Medical Imaging
🔗 https://github.com/Aman071106/rsna_anuerysm

  • RadImageNet-pretrained CNN + BiGRU
  • Compressed 314GB → 1.9GB embeddings (165× reduction)
  • Achieved 0.59 AUC on Kaggle test set

🧘 YogMaya — Multimodal AI Wellness Platform

📌 Flutter · MediaPipe · Gemini AI · RAG
🔗 https://github.com/Aman071106/dropout_society

  • Real-time yoga pose detection (87% accuracy @ 30 FPS)
  • Multimodal (text, image, pose, audio) interaction
  • Unified RAG memory system for personalized health and wellness tracking

💸 AI Finance Advisor — FrostHack 2025 (3rd Place)

📌 Fetch.AI Agents · RAG · VectorDB · Next.js
🔗 https://github.com/Aman071106/FrostHack2025

  • Autonomous finance agents for budget analysis, insights, and recommendations
  • Integrated RAG + analytics pipeline for personal finance intelligence
  • Ranked Top 3 among IIT Mandi’s largest hackathon submissions

⚔️ Nyxara — AI Gaming Assistant (WIP)

📌 LLMs · RAG · Real-time Agentic Pipeline
🔗 https://github.com/Aman071106/nyxara

  • Game-aware AI assistant that monitors gameplay context
  • Provides real-time strategies, optimization decisions, and hints
  • Modular architecture with agentic planning + local embeddings

⚡ Competitive Programming

View Codeforces Profile →


📩 Connect with Me

Pinned Loading

  1. AURORA-AGENTIC-PHOTO-EDITOR AURORA-AGENTIC-PHOTO-EDITOR Public

    JavaScript

  2. rsna_anuerysm rsna_anuerysm Public

    Jupyter Notebook

  3. FrostHack2025 FrostHack2025 Public

    TypeScript 1

  4. dropout_society dropout_society Public

    Dart

  5. google_built_in_ai google_built_in_ai Public

    JavaScript

  6. Nyxara Nyxara Public

    Flutter WebApp for detecting data breach and providing ai powered assistance

    Dart