Aman Nindra

Aman Nindra

About

I am a Computer Science and Engineering major at UC Merced, specializing in full-stack development, mobile development, and machine learning. Currently serving as a Software Engineering Intern at Arrowz, a mental health startup, where I develop cross-platform mobile applications using Flutter/Dart. As a Project Manager for both the Machine Learning Club and Data Science Society Club, I lead teams building AI-powered tools like Code Companion and Research Copilot. I'm passionate about building AI-powered applications and mobile solutions that solve real-world problems, from containerized web apps with GPT-4 integration to real-time computer vision systems. My experience spans modern web technologies like React and TypeScript, mobile development with Flutter, backend systems with Python and Flask, and cutting-edge machine learning frameworks including PyTorch and OpenCV. I excel at creating innovative solutions that bridge AI research with practical, user-friendly applications, while maintaining focus on performance optimization and seamless user experiences.

Technical Skills

Programming Languages

PythonJavaScriptTypeScriptC++DartHTML/CSS

ML / AI

PyTorchTensorFlowscikit-learnOpenCVNumPypandasYOLO (Ultralytics)Transformers (Hugging Face)

Frameworks & Cloud

ReactNext.jsReact NativeFlaskFirebaseAWSVercelDocker

Certifications

Computer Vision and Image ProcessingSupervised Machine Learning: Regression and ClassificationJSE – Certified Entry-Level JavaScript Programmer

Leadership & Roles

Project Manager for Machine Learning ClubProject Manager for Data Science Society Club

Professional Experience

Software Engineering Intern • Remote

Arrowz (Mental Health Startup)
Sep 2025 – Present

Shipped cross-platform Flutter/Dart app for emotion tracking across 25+ screens; modular UI components cut duplication 40%. Standardized state management and responsive layouts; improved build stability and developer velocity across the team.

FlutterDartCross-platform DevelopmentState ManagementUI/UX Design

Project Manager, Code Agent • Merced, CA

UC Merced Machine Learning Club
Nov 2025 – Present

Scoped and led Code Companion, an AI-powered Python debugging tool that ingests GitHub repos, runs flake8/mypy, and suggests LLM-generated fixes with explanations. Defined MVP, metrics, and phased roadmap for Next.js + FastAPI + pgvector stack, coordinating backend and frontend milestones with the team.

Project ManagementPythonLLMsNext.jsFastAPITeam Leadership

Project Manager, Research Copilot • Merced, CA

UC Merced Data Science Society Club
Nov 2025 – Present

Managed a RAG-based research assistant that ingests PDFs/arXiv links, runs hybrid BM25 + embedding search, and answers questions with citation-grounded quotes. Designed system architecture (Next.js, FastAPI, Postgres + pgvector) and evaluation plan focusing on answer quality, latency, and pilot user feedback.

RAGSystem ArchitectureNext.jsFastAPIPostgreSQLpgvector

Projects

ASL Voice Assistant

June 2025

A–Z ASL recognition with emotion-aware voice chat; ONNX Runtime enables client-side inference at 90 FPS. Trained CNN in PyTorch with augmentation and mixed precision; exported to ONNX with dynamic axes. Built Next.js UI (App Router, Tailwind) with accessible components and graceful fallbacks for camera/mic permissions.

Next.jsPyTorchONNXHume AIVapiTailwind CSS

Real-time Image Classifier

June - August 2025

Fine-tuned ResNet-18 on Cats vs Dogs to 98.6% validation accuracy; used cyclic LR and label smoothing. 30 FPS webcam inference via OpenCV pipeline (resize/normalize, softmax thresholding, class overlay). Reproducible training scripts and Jupyter notebooks; automated environment setup with requirements.txt.

PythonPyTorchResNet-18OpenCVJupyter

AI-Resume Analyzer

June - July 2025

Containerized full-stack app that ingests PDFs and returns structured, role-aligned feedback with job matches. RESTful Flask service: PDF parsing via pdfminer, input validation, rate limiting, and CORS-secured endpoints. Realtime updates to Firebase; typed React UI that highlights skills gaps and exports notes to Markdown.

PythonFlaskReactTypeScriptFirebaseOpenAI API

UCM Trip AI Agent

Nov 2025

Natural-language trip planning using Gemini + Maps Grounding; parses intent and constraints to build candidate routes. Dynamic stop matching across 7+ routes using Haversine distance and snapping to road geometry for realism. Secure API routes for geocoding and distance matrix; deployed on Vercel with interactive map and ETA breakdowns.

Next.jsTypeScriptGoogle GeminiGoogle MapsVercel

EdTok Learning Platform

Created the frontend of EdTok, a platform designed to transform student learning through short-form content and quizzes. EdTok allows teachers to upload educational videos organized by classes, subjects, and chapters, followed by quizzes to test student understanding.

HTMLCSSJavaScriptReact

AI Chatbot

Building a free website where users can interact with multiple LLMs, including GPT-4, Claude 3.0, Meta AI, and Gemini. User data is securely stored via Firebase. The platform is funded through Google Ads.

ReactFirebaseLLM ModelsNode.js

Resume

Get In Touch

I'm always interested in new opportunities and collaborations. Feel free to reach out if you'd like to work together!

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