Pranav Bhargava

Software Engineer (Full Stack + Quantitative Development)

I am a Computer Science and Mathematics student at the University of Florida (Class of 2028) in the Honors Program with a Certificate in Artificial Intelligence. Currently the Lead Software Engineer at LensLink, leading the mobile team building an optical e-commerce marketplace, and a Quantitative Developer at AlgoGators Investment Fund, translating trading strategies into production C++ systems. Previously interned at ReliaQuest in Dublin, Ireland, building internal tooling and automated workflows.

Education

Aug. 2024 - May 2028 (expected)
B.S. in Computer Science
University of Florida, Gainesville, FL
GPA: 3.7/4.0 Certificate in Artificial Intelligence
Honors Program
Aug. 2024 - May 2028 (expected)
B.S. in Mathematics
University of Florida, Gainesville, FL
Aug. 2020 - May 2024
High School Diploma
Middleton High School, Tampa, FL
Weighted/Unweighted GPA: 10.1/3.95 ACT: 35/36
3x National FBLA Top 4 Placement
3x Regional Calculus Team Winner

Professional Experience

Dec 2025 - Present
LensLink, Gainesville, FL
Lead Software Engineer, Mobile Team
Promoted to development lead as the engineering team scaled from 5 to 15, overseeing mobile architecture, sprint planning, and code review for an optical e-commerce marketplace built with React Native and Expo. Architect seller-facing tools including storefront branding, custom product treatment configuration, and order management with RESTful APIs on a Node.js/Medusa backend with AWS S3 image storage and webhook-driven order tracking. Engineer AR-powered pupillary distance measurement and virtual frame try-on features using computer vision and device camera APIs, applying geometric calibration and facial landmark detection to deliver optician-grade accuracy on mobile.
Feb 2025 - Present
AlgoGators Investment Fund Inc., Gainesville, FL
Quantitative Developer
Translate quantitative research models into production-ready C++ and Python, leading end-to-end implementation of systematic trading strategies with automated execution across live and paper futures markets. Engineer Trade-Ngin, a 30,000-line C++ algorithmic trading system managing ~$500K AUM, featuring fixed-point decimal arithmetic, VaR-based risk management, PCA-driven portfolio optimization, and realistic market-impact modeling. Architect CI/CD pipeline reducing deployment time to 20 minutes, automating linting, memory leak detection, and EC2 deployment with Claude Code and Devin. Develop AlgoLens, an internal React/Flask dashboard for real-time strategy performance tracking, portfolio analytics, and backtesting visualization.
Jun 2025 - Aug 2025
ReliaQuest, Dublin, Ireland
Software Engineering Intern
Collaborated with 5 global engineering teams across 4 countries to develop and deploy an internal service ticketing platform integrated with GreyMatter using Java Spring Boot, PostgreSQL, and GitLab CI/CD, launching to production and impacting 1,200+ enterprise customers. Created automated log generation system using Java Spring Boot and Python to stress-test the GreyMatter platform, identifying 5+ critical performance bottlenecks that informed infrastructure scaling decisions. Developed Agentic AI proof-of-concepts to automate dependency management, reducing merge request creation overhead by 50%. Presented project outcomes to 10 senior leadership members, influencing product strategy.
Jan 2025 - Apr 2025
Homecation, Gainesville, FL
Software Engineering Intern
Built scalable RESTful APIs with JWT authentication and Google OAuth integration using Node.js and Express for a MERN-stack platform serving 30,000 UF students. Collaborated cross-functionally with engineers and a product manager to align backend architecture with frontend requirements. Authored 1,000+ lines of technical documentation covering system design and API contracts, accelerating developer onboarding for the growing engineering team.
Jul 2022 - Jul 2024
Future Business Leaders of Tampa Bay, Tampa, FL
VP of Information Technology
Migrated physical infrastructure to AWS EC2 and RDS; provisioned Azure tenant with Entra ID SSO for organization-wide device and resource access. Deployed a 6-server cluster supporting Active Directory, cloud hosting, network security, DNS, and 3+ production websites. Instructed 50 students in computer hardware fundamentals, achieving a 70% CompTIA A+ certification pass rate.

Leadership Experience

Apr 2025 - Present
UF Data Science and Informatics (DSI), Gainesville, FL
Treasurer
Secured $15,000+ in total organizational funding across sponsorships and departmental grants. Organized an AI Conference with 16 professional speakers and 100+ attendees, obtaining $4,500 across 4 university departments. Coordinated 3 official Nvidia Deep Learning Institute workshop series drawing 600+ registered participants.
Sep 2024 - Apr 2025
UF Data Science and Informatics (DSI), Gainesville, FL
Sponsorship Coordinator
Awarded Student Organization of the Year and Club Influencer Award among 1,000+ UF student organizations. Secured $10,000 in sponsorship funding to send 112 students to Florida's largest hackathon for two consecutive years, with multiple teams winning awards.
Jan 2025 - Present
Financial Professional Development Program, Gainesville, FL
External Director, Fintech Sector
Build partnerships with alumni and industry leaders through outreach programs, increasing career opportunities for 35+ students. Lead technical workshops teaching Python programming and financial API integration to 15+ FinTech analysts. Coordinate weekly events including guest speakers, technical workshops, and industry trips.

Honors and Awards

2026
Hacklytics 2026 Actian 1st Place
For building AuRA, a privacy-first clinical AI assistant with a six-phase NLP pipeline and multi-agent RAG architecture for autoimmune disease diagnosis.
2026
SwampHacks 2026 Morgan & Morgan 2nd Place
For building Adjourned, an AI-powered legal platform bridging lawyers and citizens through intelligent document processing and 24 public legal data sources.
2026
Bloomberg BPuzzled 2nd Place
University-wide logic puzzle competition using creativity, lateral thinking, and teamwork to solve city-themed puzzles.
2025
UF SwampHacks X Best AI Hack
For building a web-based Neural Network Visualizer that enables interactive exploration of differentiable logic gate neural networks.
2025
UF Student Organization of the Year
Awarded to UF Data Science and Informatics during my tenure as Sponsorship Coordinator, among 1000+ UF Organizations.
2025
UF Club Influencer Award
Awarded to UF Data Science and Informatics for outstanding career development initiatives.
2021 - 2024
3x National FBLA Top 4 Placement
Achieved top 4 placement at National Future Business Leaders of America competitions.
2021 - 2024
3x Regional Calculus Team Winner
Led Mu Alpha Theta Calculus Team to three regional competition wins.

Selected Projects [Full list]Full list at pranavb.wiki

2026
AuRA - Autoimmune Risk Analysis · Hacklytics 2026 @ Georgia Tech · Actian 1st Place
Privacy-first clinical AI assistant that simplifies and accelerates medical analysis. Built a fully end-to-end, six-phase NLP pipeline that processes patient lab results and interview data, then automatically identifies and retrieves the most clinically relevant research to support medical decision-making. Powered by a multi-agent RAG architecture with MedCPT re-ranking to extract the top 10 most relevant PubMed passages from 50+ vector search candidates.
2026
Adjourned · SwampHacks 2026 · Morgan & Morgan 2nd Place
Two-sided legal platform where lawyers triage cases with AI-generated recommendations and clients get help understanding their rights, filling out legal forms, and communicating with attorneys. Connects to 24 public legal data sources (USPTO, SEC EDGAR, CourtListener, IRS, USCIS) via MCP servers. Built the frontend case workflow UI, OpenSearch integration, vector database MCP server, and document extraction with Azure OpenAI Vision.
2026
TheLearningCompany · NexHacks 2026 @ Carnegie Mellon
AI study companion that runs an isolated browser session inside a Docker container. While you study, an AI agent observes your screen in real-time via Chrome DevTools Protocol, extracts key concepts, then generates quizzes, Anki-exportable flashcards, and interactive knowledge graphs. Built the Learning Hub with OpenRouter API for quiz generation, reflection chat, and prompt compression for LLM calls.
2025
Trade-Ngin · Work
Production algorithmic trading engine for futures markets supporting live trading and backtesting with trend-following strategies, realistic transaction cost modeling, VaR-based risk management, and portfolio optimization. Implemented the advanced transaction cost model (spread model + square-root market impact), built the TransactionCostManager, set up SonarQube coverage reporting, and contributed to the modular configuration system.
2025
Plato's Cave · UF AI Days GatorHack · 1st Place - UF AI Days GatorHack | Accepted to AAAI Spring Symposium 2026
Agentic research verification system that decomposes academic papers into individual factual claims, then dispatches autonomous web-browsing AI agents via Playwright to locate and validate cited sources. Constructs a trust-propagation knowledge graph with mathematically grounded integrity scores quantifying how well-supported each claim is. Architected production infrastructure with Docker Compose orchestration, automated CI/CD via GitHub Actions, and multi-environment deployment. Won 1st Place at UF AI Days GatorHack and accepted to AAAI Spring Symposium 2026.
2025
Aora - AI Organization and Routine Assistant · ShellHacks 2025
Conversational productivity assistant that routes natural-language commands to the right service - scheduling via Google Calendar, task management through Todoist, emails through Gmail, and Zoom meetings. Uses a multi-agent architecture where a master agent delegates to specialized service agents connected via MCP.
2025
Diff Logic Neural Network Visualizer · UF SwampHacks X · Best AI Hack
Web tool for visualizing Differentiable Logic Gate Networks. Upload a trained PyTorch model to see its structure as an interactive graph, then run an image through it to watch which logic gates activate during the forward pass. Primarily built the Django backend and model inference API.

Skills

Programming Languages: C++, Python, Java, JavaScript, TypeScript, SQL, HTML/CSS

Frameworks & Libraries: React Native, React, Node.js, Express.js, Next.js, Django, Spring Boot, PyTorch, Pandas, Flask

Cloud & Infrastructure: AWS (EC2, RDS, S3), Azure, Oracle Cloud (OCI), Docker, CI/CD Pipelines, GitHub Actions, GitLab CI/CD, Linux CLI

Databases & Analytics: PostgreSQL, Oracle DBMS, MongoDB, Power BI

Development Practices: RESTful API Design, Git/GitHub/GitLab, Agile/Scrum, Technical Documentation, Claude Code

Mathematics: Linear Algebra, Calculus, Probability & Statistics, Quantitative Analysis