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Portfolio — 2025

Harsh
Gurnani

Backend Engineer & Generative AI Developer

Building Production AI SystemsLLM ApplicationsScalable Architecture
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Portfolio

Featured Projects

Scroll down to explore production systems I've designed and deployed.

ipsystyle.com
Ipsy Style
E-Commerce with Generative AI

Ipsy Style

Full-featured e-commerce platform with AI-powered virtual try-on and 360° product visualization.

DjangoNext.jsPostgreSQLAWSGemini API
100+ SKUs
AI Try-On
SEO Optimized
AWS S3
Visit Website
scan2serve.in
Scan2Serve
QR-Based Restaurant Ordering

Scan2Serve

Real-time QR-driven restaurant ordering system with WebSocket-based kitchen notifications.

PythonDjangoWebSocketRedis
10+ Sessions
Real-time WS
Redis Caching
Live Menu
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dapperz.in
Dapperz
Premium E-Commerce

Dapperz

Premium e-commerce platform for stainless steel accessories and clothing with inventory management.

DjangoPostgreSQLREST APIAWS
50+ Listings
REST API
Secure Payments
Inventory
Visit Website
kaggle.com/harshgurnani08
AI/ML Pipeline
Kaggle Competitions

AI/ML Pipeline

Machine learning experimentation and competition work on Kaggle, including model training pipelines.

PythonScikit-LearnXGBoostDeep Learning
Kaggle
Ensembles
Feature Eng.
Optimization
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Tech Stack

Engineering Stack

Technologies I use to build production systems

⚙️

Backend Engineering

PythonDjangoFastAPIPostgreSQLRedisREST APIsWebSocketMicroservices
🧠

AI & Machine Learning

Scikit-LearnXGBoostLightGBMCatBoostDeep LearningLLMsNLP

Generative AI

LangChainLangGraphOpenAI APIGemini APIRAGPrompt EngineeringAI AgentsVector Search
🏗️

Infra & DevOps

DockerKubernetesAWS (EC2, S3)GitHub ActionsCI/CDPrometheusELK Stack
📊

Data Science

PandasNumPyFeature EngineeringModel EvaluationData Pipelines
Journey

Experience & Education

My professional journey

Jan 2025 – Present

Backend & AI Developer Intern

Pyonix Technologies

  • Engineered 6+ microservices with Django REST Framework and FastAPI
  • Created AI-driven workflow automation with LangChain and LangGraph
  • Optimized PostgreSQL queries cutting API response time by 44%
  • Architected real-time notification systems via WebSocket and FCM
  • Configured CI/CD pipelines with GitHub Actions and Docker
  • Expanded test coverage with PyTest across 20+ endpoints
Graduated July 2025

B.E. in Information Technology

Sardar Patel College of Engineering

  • CGPA: 8.5/10.0
  • Focus: AI, Machine Learning, Backend Systems
2024 - 2025

Certifications & Achievements

Various

  • Complete ML Bootcamp (Krish Naik, Udemy) — ML, DL, NLP, Deployment
  • TCS NQT — Cleared & shortlisted for TCS Prime Interview 2026
  • Kaggle Competitor — Active in ML competitions
Data Science

Kaggle & ML Achievements

Competitive machine learning & data science

Kaggle
Active Competitor
Certified
ML Bootcamp
6+
Models Deployed
15+
Technologies

Machine Learning Toolkit

Scikit-LearnXGBoostLightGBMCatBoostPyTorchTensorFlowPandasNumPy
Mindset

Engineering Philosophy

Principles that guide my work

Production-First Mindset

Every line of code I write is meant for production. I build systems that handle real traffic, real users, and real edge cases.

AI with Purpose

I don't build AI for the sake of AI. Every model, every pipeline, every agent I create solves a tangible business problem.

Systems Thinking

Great software is about architecture, not just code. I design systems that scale, maintain, and evolve gracefully.

Continuous Evolution

The AI landscape changes weekly. I stay at the frontier through active experimentation, competitions, and continuous learning.

Let's Connect

Open to opportunities in AI engineering and backend development

Download Resume