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๐Ÿ’ป
๐Ÿ‘จโ€๐Ÿ’ปMaking extraordinary๐Ÿš€
๐Ÿ’ป
๐Ÿ‘จโ€๐Ÿ’ปMaking extraordinary๐Ÿš€

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Amanbig/README.md

Amanpreet Singh

AI Backend & Systems Engineer

Building scalable web infrastructure, integrating LLMs, and designing reliable AI-powered systems.

View Portfolio โ†’


โšก Engineering Philosophy

I don't just write code; I design systems.
My focus lies at the intersection of high-performance web applications and generative AI systems.

  • System Architecture: Designing event-driven backend services and scalable APIs.
  • AI Integration: Moving beyond API calls to building custom RAG pipelines and fine-tuning models.
  • Interactive Systems: Applying real-time and interactive design principles to modern web experiences.

๐Ÿ›  Technical Stack

Layer Technologies
Languages Python TypeScript JavaScript
Frontend React Next.js Tailwind
Backend & APIs FastAPI Node.js Django NestJS
Datastores PostgreSQL MongoDB Redis Qdrant
AI Systems PyTorch TensorFlow RAG LangChain
Infra & DevOps Docker Kubernetes Nginx AWS

๐Ÿ”ญ Current Focus & Deep Dives

This section highlights what I am actively researching or building in production.

  1. Advanced RAG Pipelines: Implementing vector search with semantic reranking for high-precision context retrieval.
  2. Multimodal Agents: Experimenting with LangGraph to create agents that can perceive and act across different data types.
  3. Real-time Infrastructure: Optimizing WebSockets and gRPC for low-latency communication in multiplayer environments.

๐Ÿ“ˆ Statistics

Stats Streak

๐Ÿ’ก Always open to collaborations, mentorship, and cutting-edge AI projects.

Pinned Loading

  1. runapi runapi Public

    A Next.js-inspired file-based routing framework built on FastAPI for Python backend development. runapi makes building robust APIs as intuitive as creating files and folders.

    Python 3

  2. ChatMe ChatMe Public

    ChatMe combines agent-driven AI, cross-platform responsiveness, and voice interaction into a single desktop/web app, empowering developers and users to interact with AI like never before.

    TypeScript 3 1

  3. music_level music_level Public

    An AI-powered music generation platform that allows users to create unique musical compositions using artificial intelligence. Built with a modern tech stack featuring NestJS backend and Next.js frโ€ฆ

    TypeScript 3

  4. backTool backTool Public

    A CLI tool to generate backend structures for Node.js applications with support for multiple databases and a visually appealing user interface.

    JavaScript 4