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prachizala/README.md
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πŸ“ Ahmedabad, Gujarat, India β€’ πŸš€ Full Stack Developer @ Udaanworks β€’ πŸ’» Python, TypeScript, FastAPI & Next.js

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⭐ Welcome to my engineering hub! Explore my distributed systems, open-source work, and intelligent data systems below. ⭐


πŸ‘©β€πŸ’» About Me

name: Prachi Zala
current_role: Full Stack Developer @ Udaanworks πŸš€
education: Bachelor of Computer Applications (BCA) @ Shanti Business School, Ahmedabad (CGPA: 9.12)
role: Full Stack Developer | Distributed Backend & Modern Frontend Engineer
focus_areas: [Distributed Backend, Modern Frontend, FastAPI, Next.js, Python, TypeScript, GraphRAG]
open_source: Contributor @ Starlette (FastAPI Core - RFC 9110 Compliance)
hackathons: 6x Team Leader (SIH Internal πŸ₯ˆ, HACKCULT '26, Hackbriven, VORTEX 2K26, SOU)
core_stack: [Python, TypeScript, FastAPI, Next.js 14, Celery, Redis, Docker Compose, PostgreSQL]
current_learning: [High-Concurrency Distributed Systems, Event-Driven Architecture, Micro-Frontends]
  • ⚑ Distributed Systems & Async Architecture: Architected distributed-task-engine β€” a production-grade asynchronous task execution engine engineered with Redis SETNX client-side enqueue idempotency, Celery worker crash recovery (task_reject_on_worker_lost), SQLAlchemy 2.0 async connection pooling, and 100% automated GitHub Actions CI/CD.
  • 🌐 Open-Source Core Contributor: Contributed to encode/starlette (the foundational ASGI framework powering FastAPI) fixing RFC 9110 compliant CORS preflight header handling on empty responses.
  • 🚨 Mobile & Real-Time Edge Systems: Engineered PulseSync β€” an offline-first real-time emergency & field ops dispatch engine built with Flutter, FastAPI, WebSockets, local SQLite persistence, and Redis geospatial radius indexing.
  • 🧘 Native Android & On-Device NLP: Developed Mental Health Tracker β€” an offline-first privacy-focused mindfulness suite featuring a pure-Java on-device Cognitive Distortion (CBT) and sentiment analysis engine with automated CI/CD and JUnit testing.
  • 🧠 GenAI & Graph Reasoning: Designed Enterprise Knowledge Copilot β€” Knowledge Graph RAG combining Neo4j multi-hop relationship traversals with PostgreSQL (pgvector) dense embeddings and Reciprocal Rank Fusion (RRF).
  • πŸ“Š Data Analytics & Applied ML: Proven track record in predictive analytics and data storytelling with Pandas, NumPy, XGBoost, and Streamlit, including workforce intelligence modeling across 3,550+ shifts (attendance-data-analytics).
  • πŸ‘₯ Hackathon Leadership Track Record (6Γ— Team Leader):
    • πŸ₯ˆ Smart India Hackathon (SIH 2026): Team Leader of 6-member squad (Team CyberForge) to 2nd Place (58/60) in internal college hackathon.
    • ⚑ HACKCULT '26 (IIT Gandhinagar Γ— NxtWave): Team Leader of Team Believers β€’ built Dharohar 4D (3D Heritage Digital Twin platform).
    • πŸ† Hackbriven Hackathon (Ahmedabad): Team Leader at premier National-Level Hackathon β€’ built Qoneqt (ContentOS workflow engine).
    • 🎯 Silver Oak University (SOU) Mini Hackathon: Team Leader β€’ built MathSprint (real-time multiplayer classroom speed-math battle arena).
    • 🌐 VORTEX 2K26 Global AI Innovation Hackathon: Team Leader (Team Eklavya).
    • πŸš€ VOYAGEHACK 4.0: Team Leader driving sprint architecture and technical execution.
  • 🎯 Professional Status: Full Stack Developer at Udaanworks, actively engineering distributed backends, modern Next.js frontends, and open-source systems.

πŸ’Ό Industry Experience

πŸš€ Full Stack Developer β€” Udaanworks

Nov 2026 – Present β€’ Ahmedabad, Gujarat, India

Engineering distributed backend architectures and modern full-stack web platforms using Python, TypeScript, FastAPI, and Next.js.

  • Distributed Backend & Systems: Architecting robust RESTful services, asynchronous background task pipelines, and resilient APIs with FastAPI, PostgreSQL, and Redis.
  • Modern Frontend Engineering: Building responsive, performant user interfaces and design systems using Next.js 14, TypeScript, and modern component frameworks.
  • Full-Stack Integration: Delivering end-to-end scalable SaaS features, high-velocity product delivery, and enterprise-grade reliability.

πŸ› οΈ Tech Stack & Skills

Category Technologies & Tools
Languages
Backend & Distributed
Mobile & Frontend
Databases & Cloud
Data & Applied AI
Tools & Testing

🌟 Featured Projects

⚑ Distributed Task & Background Job Engine

CI/CD Passing Idempotent Enqueue Worker Crash Resilient

High-concurrency asynchronous task execution engine built for production reliability. Engineered with client-side enqueue idempotency via Redis SETNX, Celery crash resilience (task_reject_on_worker_lost), exponential backoff retries, dead-letter monitoring, and automated GitHub Actions CI/CD.

Tech: Python, FastAPI, Celery, Redis, PostgreSQL 2.0, Docker Compose, Pytest

πŸ”— View Repository

🚨 PulseSync β€” Emergency & Field Ops Dispatch Engine

Offline-First Real-Time WebSockets Redis Geospatial

Real-time incident dispatch and coordination engine for emergency first responders. Features offline-first local SQLite caching with bi-directional delta synchronization, sub-second WebSocket telemetry, and geospatial proximity radius dispatching.

Tech: Flutter, Dart, FastAPI, WebSockets, Redis Geospatial, SQLite

πŸ”— View Repository

🧠 Enterprise Knowledge Copilot

GraphRAG Database RRF Hybrid

Enterprise-grade Knowledge Graph RAG Copilot combining PostgreSQL (pgvector) dense embeddings with Neo4j multi-hop graph traversals and Reciprocal Rank Fusion (RRF) for hallucination-free factual reasoning with local Ollama containers.

Tech: Python, FastAPI, Neo4j, pgvector, Ollama, Next.js 14

πŸ”— View Repository

πŸ€– AI Smart Attendance & Geofenced Security

BCA 5th Sem Tests Passing Anti Proxy

Mobile and web attendance platform combining Haversine GPS geofencing (100m perimeter) with facial feature matching (OpenCV) to prevent proxy check-ins. Features offline punch queue and 35 automated Pytest tests.

Tech: Python, FastAPI, OpenCV, React Native (Expo), SQLite, Pytest

πŸ”— View Repository

πŸ“Š 90-Day Attendance Analytics & ML Simulator

ROC-AUC 0.908 Streamlit Simulator Workforce 3550

Workforce intelligence study on 3,550 shifts. Features a predictive XGBoost classifier (ROC-AUC 0.908) forecasting severe late arrivals and an interactive Streamlit HR simulator demonstrating a 67.8% tardiness reduction via a 15-min grace window.

Tech: Python, XGBoost, Scikit-Learn, Streamlit, Pandas, Seaborn

πŸ‘‰ View Repository

⚑ MathSprint β€” Real-Time Multiplayer Math Battle

SOU Mini Hackathon Anti Cheat

Real-time multiplayer classroom math battle arena where students solve speed questions under a server-synced clock. Engineered with a server-authoritative anti-cheat scoring engine and dual Firebase RTDB + smart polling sync.

Tech: React Native, Expo, Node.js, Express, TypeScript, Firebase

πŸ”— View Repository

🧘 Mental Health Tracker β€” On-Device CBT Suite

CI/CD Passing On-Device CBT Offline SQLite

Privacy-first native Android mindfulness and mood journaling suite built with pure Java. Features a zero-cloud on-device Cognitive Distortion (CBT) clinical detector that evaluates journal entries across 5 distortion patterns with live therapeutic reframing prompts, animated 4-7-8 & Box breathing visualizers, and automated CI/CD.

Tech: Java 8+, Android SDK, On-Device NLP, CBT Engine, SQLite, Material 3, JUnit

πŸ”— View Repository

πŸ›οΈ Dharohar 4D β€” 3D Heritage Digital Twin

HACKCULT '26 WebGL 3D AI Curator

Interactive 3D digital twin platform for Indian historical monuments built during HACKCULT '26 (IIT Gandhinagar Γ— NxtWave). Features real-time WebGL rendering, architectural time-scrubbing, multilingual AI audio guides, and virtual artifact restoration.

Tech: React, Three.js, TypeScript, FastAPI, TailwindCSS, Docker

πŸ”— View Repository


🐍 Applied Machine Learning & Data Analytics Systems

πŸ“Š Student Performance Predictor

OLS Regression Streamlit Tests

Educational performance modeling system predicting student exam scores with Ordinary Least Squares (OLS) regression, study factor sensitivity analysis, and real-time Streamlit simulation.

Tech: Python, Scikit-Learn, Streamlit, Pandas, NumPy

πŸ”— View Repository

🧠 MindPulse β€” Mood Tracker & Sentiment NLP

NLP Streamlit Trends

Continuous sentiment analysis and mental wellness tracker evaluating reflections with negation inversion, intensifier scaling, and 60-day moving average emotional trajectories.

Tech: Python, NLP, Streamlit, Pandas, VADER-Normalized Math

πŸ”— View Repository

πŸ“ˆ BizPulse β€” Sales & Expense Analytics

Forecasting BI Streamlit

Commercial financial intelligence platform tracking 24 months of multi-department expenses, operating burn rates, unit profit margins, and predictive linear revenue forecasting.

Tech: Python, Streamlit, Pandas, Linear Regression

πŸ”— View Repository

πŸ€– MentorAI β€” Academic & Coding Assistant

Memory Dual-Mode Streamlit

Intelligent conversational tutor and programming assistant with multi-turn memory pruning, specialized mentor personas, and dual-mode execution (local offline engine or live cloud LLM API).

Tech: Python, Streamlit, Prompt Engineering, LLM API

πŸ”— View Repository


🐍 GitHub Contributions & Activity

GitHub contribution grid snake animation

Prachi's GitHub Stats Top Languages
GitHub Streak

🀝 Let's Connect & Collaborate!

Whether you want to discuss Distributed Systems, Python architectures, high-scale engineering, or open-source collaboration β€” feel free to reach out!

Email Me Β  LinkedIn Profile

Built by Prachi Zala β€’ Continuous Learning & Honest Engineering

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  1. AI_Smart_Attendance_System AI_Smart_Attendance_System Public

    Dual-factor biometric attendance system combining OpenCV facial verification and Haversine GPS geofencing with a Streamlit UI, SQLite database, and CSV export.

    JavaScript 2

  2. enterprise-knowledge-copilot enterprise-knowledge-copilot Public

    Academic Project: Enterprise Knowledge Graph RAG Copilot combining PostgreSQL (pgvector) dense search and Neo4j multi-hop graph reasoning with local Ollama LLMs and Next.js 14.

    Python 1

  3. distributed-task-engine distributed-task-engine Public

    Production-grade distributed task & asynchronous job processing engine with FastAPI, Celery, Redis, PostgreSQL (Async SQLAlchemy 2.0), Docker Compose, and GitHub Actions CI/CD.

    Python 1

  4. prachi-portfolio prachi-portfolio Public

    Modern, accessible personal developer portfolio website engineered with clean semantic HTML5, modern CSS3, and dark mode support.

    HTML 1

  5. attendance-data-analytics attendance-data-analytics Public

    90-day workforce attendance & punctuality data analytics case study (3,550 shifts) using Pandas, Seaborn, and Jupyter.

    Python 2

  6. mental-health-tracker-android mental-health-tracker-android Public

    Native Android mindfulness & mood logging app built with Java 8+, Android SDK, and local offline SQLite storage.

    Java 2