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

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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

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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

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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

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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
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Master of Science Computer Science

Kadi Sarva Vishwavidyalaya

Gandhinagar, Gujarat, India
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Master of Science Information Technology

Kadi Sarva Vishwavidyalaya

Gandhinagar, Gujarat, India
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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.