Pinky Patel

CS Graduate Student | AI/ML Engineer & Software Engineer

About

Highly driven CS graduate student with 3+ years of software engineering experience, specializing in AI/ML, computer vision, and full-stack development. Proven ability to design and deploy scalable, real-time intelligent web applications with REST APIs and inference pipelines, leveraging expertise in Python, TensorFlow, PyTorch, React, and cloud platforms like AWS and Azure. Eager to apply advanced AI/ML skills to build autonomous LLM-powered agents, as demonstrated by an upcoming AI Agent Developer Intern role at NeuralSeek.

Work

YSTEMandChess INC.
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Software Engineering Intern

Arlington, Texas, US

Summary

Currently developing robust backend services for a MERN stack EdTech application, deploying components on Azure with CI/CD pipelines, and collaborating via Git/GitHub.

Highlights

Developing robust backend services for a MERN stack EdTech app, leveraging Node.js, Express, MongoDB, and React to enhance educational platforms.

Deploying application components on Azure via CI/CD pipelines, ensuring seamless integration and version control through Git/GitHub collaboration.

Kudos Intech Software PVT. LTD
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Software Engineer

Gandhinagar, Gujarat, India

Summary

Engineered full-stack web applications with React, JavaScript, PHP, and SQL, significantly boosting performance and resolving bugs through optimization.

Highlights

Developed comprehensive full-stack web applications using React, JavaScript, PHP, and SQL, ensuring robust RESTful API integration and rigorous testing.

Improved application performance by 30% and enhanced system stability by resolving critical bugs through extensive optimization, debugging, and Git/GitHub collaboration.

Silver Webbuzz PVT.LTD
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WordPress Developer

Gandhinagar, Gujarat, India

Summary

Designed and maintained custom e-commerce sites using PHP, WordPress, WooCommerce, and Elementor, reducing load times by 20% through strategic caching and database optimization.

Highlights

Designed and maintained custom e-commerce platforms using PHP, WordPress, WooCommerce, and Elementor to meet diverse client requirements.

Optimized website performance, reducing load times by 20% through effective caching strategies and database optimization, in collaboration with senior developers using Git.

Multidots Solution PVT. LTD
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Development Trainee

Gandhinagar, Gujarat, India

Summary

Enhanced WordPress-based platforms with customized plugins and frontend improvements, optimizing backend performance by 15% through PHP-based optimization and SQL query tuning.

Highlights

Enhanced WordPress-based platforms by developing customized plugins and implementing frontend improvements, streamlining client operations and user experience.

Boosted backend performance by 15% through meticulous PHP-based optimization and SQL query tuning.

Education

University of Texas at Arlington
Arlington, Texas, United States of America

Master of Science

Computer Science

Kadi Sarva Vishwavidyalaya
Gandhinagar, Gujarat, India

Master of Science

Information Technology

Kadi Sarva Vishwavidyalaya
Gandhinagar, Gujarat, India

Bachelor of Science

Information Technology

Awards

Mastering AI Agents: Building Production-Ready Applications (AWS AI Workshop) at Amazon, Austin 2025

• Hands-on training in Bedrock, SageMaker, LangGraph, Crew AI, and MCP Server. • Explored observability with Lang fuse and AI deployment at scale with cost-performance analysis

Programming Competition Participant -University of Texas at Arlington

Recognized for strong problem-solving and debugging skills under pressure in real-time algorithmic coding challenges.

Skills

Programming Languages

Python, JavaScript, TypeScript, React, SQL, PHP, HTML, CSS.

Frameworks/Tools

Django, Node.js, Flask, React, Docker, Git, REST APIs, Tkinter.

AI/ML Technologies

PyTorch, TensorFlow, YOLO, OpenCV, Scikit-learn, NLP, Chroma DB, Claude, Cursor.

Databases

PostgreSQL, MongoDB, Oracle SQL, NoSQL.

Cloud & DevOps

AWS, Azure, CI/CD, Jenkins Pipeline, GitHub, Agile, Debugging.

Core Computer Science Concepts

OOP, Data Structures, Algorithms, CNNs, LLMs, KNN, Data Modeling, Performance Optimization.

Projects

AI-Powered Traffic Detection & Segmentation System

Summary

Developed an AI traffic monitoring system using YOLO and PyTorch for real-time vehicle and other detection.

LeNet-5 CNN on MNIST

Summary

Implemented and trained the LeNet-5 architecture, achieving 99%+ accuracy on MNIST.

KNN from Scratch with K-Fold Cross-Validation

Summary

Developed KNN algorithm from scratch and validated using custom k-fold cross-validation logic.

IMDB Movie Recommender (NLP + Embedding Search)

Summary

Created a Streamlit app using vector embeddings for movie recommendations via semantic search.

Sorting Algorithm Visualization Tool

Summary

Developed an interactive GUI tool for real-time all sorting algorithm visualization to enhance learning experiences.

Public Bus Transportation System (Database)

Summary

Designed and implemented a relational DB using Oracle SQL, including EER diagrams and BCNF normalization.