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πŸ₯Š
Tackling ML Problems
πŸ₯Š
Tackling ML Problems

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GZ30eee/README.md

πŸ€– gz@arch:~$ ./whoami

Ghanshyamsinh Zala

Data Analytics & AI Engineer Architecting Production-Grade Generative AI & Autonomous Agents

LinkedIn GitHub Portfolio


πŸ’» system_stats.sh

gz@arch:~$ ./get_stats
> Status: Active / Ready 🟒
> Total Commits: 2,134+
> Model Epochs Trained: 5,420
> Domains: GenAI, RAG Pipelines, Web3, FinTech
> OS: Windows 11 / Arch Linux

πŸš€ Experience Timeline

  • Data Analytics & AI Engineer Intern | Mastek (Ahmedabad) Aug 2025 β€” Present
    • Optimized enterprise RAG pipelines, reducing query latency by 67%.
    • Built autonomous workflows in LangGraph, automating complex data decisions.
  • Azure AI Solutions Developer | Microsoft (Apprenticeship) - Engineered AI Copilots with custom LLM behaviors, improving accuracy by 40%.
  • Junior Solutions Engineer | HackerRank (Apprenticeship) - Maintained a 95% ticket resolution rate through rigorous code optimization.

πŸ› οΈ Technical Sandbox

Category Stack
AI / ML LangGraph, CrewAI, PyTorch, TensorFlow, RAG, LLMs, SHAP
Languages Python, C#, C++, Go, JavaScript, Java, Solidity, SQL
Cloud & Tools Azure AI Studio, Oracle Fusion AI, Docker, Vercel, Next.js

🌟 Selected Works & Architecture

AI Agentic Studio | Python LangGraph Llama 3.1

Goal: Orchestrate multi-agent networks for autonomous enterprise research.

  • Uses CrewAI to generate technical whitepapers 3x faster.
  • Implements recursive quality checking via locally inferred Llama 3.1 models.

BlockVote Web3 | Solidity Next.js ethers.js

Goal: Eliminate voter fraud via immutable DLT.

  • Complex smart contracts for cryptographic signatures preventing double-voting.
  • Real-time on-chain state simulation via Zustand.

PatternPulse | PyTorch LSTM yFinance

Goal: Predictive market intelligence using Deep Learning.

  • 83% accuracy on pattern detection using LSTM networks.
  • Reduced false positive rates in technical analysis by 25%.

🐞 Bug Graveyard & Solutions

  • Memory Leak (yFinance): High-frequency polling overloaded RAM.
    • Fix: Refactored async hooks to explicitly tear down aiohttp sessions.
  • RAG Hallucination: Mixed document chunks led to metric errors.
    • Fix: Re-structured ChromaDB to use Semantic Chunking instead of blind token splitting.

πŸ“š Literary Works & Research

I explore the intersection of technology and humanity through words.

  • Research: From Utopia to Policy: Solarpunk as a Framework for Equitable Governance.
  • Sci-Fi: The Escape Diary of Satyamurti (2080 Dystopian Adventure)
  • Poetry: Everything I Carried (34 Chapters of emotional landscapes)

πŸ”¬ Currently Exploring

  • Rust & WebAssembly Integration
  • Multi-Agent Protocol Optimizations
  • Local Serverless AI Architectures

System.init(Collaboration)

Looking for an AI engineer who speaks infrastructure and models alike? Let's build something autonomous.

[email protected]

Pinned Loading

  1. Word-Scramble-Game Word-Scramble-Game Public

    A game where you guess the word based on a hint and the scrambelled word itself with a timer. Enjoy the game!

    JavaScript 5 3

  2. YumBites YumBites Public

    This repo contains all the food aapp folder.

    Dart 3

  3. ASPNET ASPNET Public

    HTML 1

  4. Hangman-Game Hangman-Game Public

    A fun and interactive Hangman game where users guess words from various categories like Football Teams, Hollywood, and Animals. Enjoy the game with a virtual keyboard, dynamic canvas drawing, and r…

    JavaScript 2

  5. Memory-Card-Game Memory-Card-Game Public

    This is a simple Memory Card Game built with HTML, CSS, and JavaScript, offering two versions: one with a timer and one without. It's fully responsive and adapts to different screen sizes for an op…

    HTML 3

  6. DataVerse DataVerse Public

    DataVerse is an innovative platform that empowers users with advanced data analysis tools, enabling exploration of various data mining techniques and machine learning models to extract meaningful i…

    Python 2