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tanveer-12/README.md

Typing SVG


Portfolio Email Location

🧠 About Me

class Tanveer:
    def __init__(self):
        self.name         = "Tanveer Kaur"
        self.username     = "tanveer-12"
        self.interests    = ["Machine Learning", "Systems Programming", "LLMs", "Open Source"]
        self.currently    = ["Learning ML in C/C++", "Building AI-powered systems", "Exploring RAG + LLM infra"]
        self.looking_for  = "Open source projects I can contribute to 🚀"

    def say_hi(self):
        print("Thanks for stopping by — feel free to explore and star what you like! ⭐")

me = Tanveer()
me.say_hi()

🚀 Featured Projects

🧠 Agentstatelib

Async-first state management and coordination layer for multi-agent systems.

  • Event-driven architecture for deterministic, traceable agent workflows
  • Built on asyncio with structured concurrency and state isolation
  • Pluggable storage backends (SQLite/Postgres) for persistence + replay
  • Designed for long-running agents, task orchestration, and LLM pipelines

Python State Management Event Sourcing Multi-Agent Systems

🎓 SQLiq

Multi-agent SQL assistant powered by agentstatelib [in action]

  • Production-shaped demo built end-to-end with agentstatelib showcasing observable, collaborative AI agents
  • Translates natural language questions into SQL queries with risk scoring and optional query rewriting
  • Converts complex SQL queries back into plain English explanations that anyone can understand
  • Full real-time multi-agent tracing visible in the web UI (LLM calls, token counts, state patches all logged)

Python Agentic-AI Multi-Agents SQL Event-Sourcing

🔍 Personal Knowledge Base

Semantic note-taking app — write freely, find anything by meaning.

  • FastAPI + pgvector for 384-dim embeddings
  • all-MiniLM-L6-v2 for semantic search
  • Cosine similarity retrieval across text chunks

TypeScript FastAPI PostgreSQL pgvector

🤖 DQN Offer Recommendation

Deep Q-Network agent for personalized offer recommendation.

  • RL-based sequential decision-making for e-commerce
  • Custom reward shaping for click-through optimization
  • Replay buffer + target network for stable training

Python PyTorch Reinforcement Learning DQN

🛠️ Tech Stack

Languages Python C++ C TypeScript

ML / AI PyTorch HuggingFace scikit-learn

Backend & Data FastAPI PostgreSQL Docker

📊 GitHub Stats

GitHub Streak

🌱 Currently Exploring

  • 🔬 RAG systems — retrieval-augmented generation pipelines
  • ⚙️ LLM Inference optimization — quantization, batching, GPU scheduling
  • 📐 Data Structures & Algorithms in C++
  • 🤝 Open source contributions — always looking for good first issues!

⭐ If you find something useful here, a star goes a long way!

Pinned Loading

  1. agentstate agentstate Public

    Building a stateful coordination layer for multi-agent AI systems.

    Python

  2. SQLiq SQLiq Public

    Python

  3. personal-knowledge-base personal-knowledge-base Public

    Semantic note-taking app - write freely, find anything by meaning. FastAPI + pgvector stores 384-dim embeddings (all-MiniLM-L6-v2) for each text chunk; search returns cosine-similar results with no…

    TypeScript

  4. dqn-offer-recommendation dqn-offer-recommendation Public

    Python

  5. scholarscope scholarscope Public

    ScholarScope is a cross-domain scientific discovery engine that builds a unified citation graph across multiple research sources to identify overlooked “hidden gem” papers that are structurally imp…

    HTML

  6. os-simulator os-simulator Public

    Mini Operating System Simulator built in C++ to deeply understand OS internals through hands-on systems design. The project incrementally implements processes, CPU scheduling, memory management, vi…

    C++