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Software Engineering · AI Systems · Infrastructure

Paramveer Singh Bhele — Resume

Software engineer and Columbia University M.S. Artificial Intelligence student focused on AI infrastructure, backend systems, machine-learning applications, and production product engineering.

Last updated . This HTML version is the searchable, accessible companion to the downloadable PDF.

bheleparamveer@gmail.comLinkedInGitHubX

Engineering experience

Student Assistant — Digital Initiatives

University of South Florida Libraries

Aug 2024 – May 2026

  • Built scraping and validation tooling to cross-check spreadsheet metadata against USF Digital Commons assets, reducing manual review time by approximately 70%.
  • Standardized and validated metadata for 1,000+ digital collection records while supporting large-scale collection inventory and data operations.

Machine Learning Engineer Intern

Finds, Inc.

Oct 2025 – Jan 2026

  • Integrated in-house ML models into backend services, building reliable inference workflows for internal image-processing pipelines.
  • Designed PostgreSQL schemas, metadata pipelines, and validation checks to improve consistency across image data and model workflows.

Undergraduate Research Assistant

Reality, Autonomy, and Robot Experience (RARE) Lab, University of South Florida

Feb 2025 – Jul 2025

  • Contributed to human-robot interaction research on protective indicators designed to mitigate robot abuse, collecting, validating, and analyzing experimental data.
  • Built an Android research application integrating Gemini and Google Cloud to support structured AI-assisted recipe recommendation study workflows.

Peer Mentor

USF College of Engineering

Apr 2023 – Aug 2024

  • Mentored 25+ engineering students through weekly calculus and problem-solving sessions, creating practice exercises and facilitating collaborative learning.

App Developer Intern

Coefficient Software Systems

May 2022 – Jul 2022

  • Built product benchmarking datasets covering 500+ universities across U.S., U.K., and Australian markets to support product and market research.
  • Improved usability of a consumer application with 100,000+ downloads by refining interface flows and supporting production updates.

Selected engineering work

AI INFRA · DEVELOPER TOOL

Polaris

AI-powered GitHub App that reviews Infrastructure-as-Code pull requests, maps findings to security controls, and generates verified fixes before merge.

Stack: FastAPI, Next.js, PostgreSQL, GitHub App, Gemini, Infrastructure-as-Code

GitHubLive demoDevpost

DEVELOPER TOOL · OPEN SOURCE

PR Nutrition

Local-first, deterministic CLI and GitHub Action that labels pull-request review risk, filters low-value files, and points reviewers to the changes that deserve attention first.

Stack: TypeScript, Node.js, Git, GitHub Actions, pnpm, Vitest

GitHubnpm

ML RESEARCH · AI4ALL

Adversarial Spam Detection

Built an adversarial training pipeline pairing a BERT spam classifier with Qwen-generated attacks, improving adversarial detection from 91.7% to 95.7% across three training iterations while maintaining 96.5% accuracy.

Stack: Python, PyTorch, BERT, Qwen3-4B, LoRA, Transformers

GitHub

AWARD WINNER · AI PRODUCT

CarbonCTRL

Award-winning carbon management platform that tracks environmental impact, visualizes sustainability data, and uses Gemini to generate personalized reduction strategies.

Stack: React, TypeScript, Express, MongoDB, Gemini, Python ML

GitHubDevpost

CLIENT WORK · PRODUCTION

Coefficient Software Systems

Rebuilt and shipped Coefficient Software Systems’ production corporate website, organizing products, services, industry verticals, careers, company information, and contact flows into one consistent experience.

Stack: Astro, TypeScript, Tailwind CSS, GSAP, Lenis

Live siteSource

Education

Columbia University

M.S. in Artificial Intelligence · Focus: AI Infrastructure

2026 – 2027

New York, NY

University of South Florida

B.S. in Computer Science · Minor: Entrepreneurship

2022 – 2026

Tampa, FL

Leadership and recognition

Leadership and programs

  • Hackathon Judge

    HealthHacks 2025 · Oct 2025

  • Winner — MLH Best Use of Gemini API

    HackaBull 2025 · April 2025

  • Head of Logistics

    TEDx at USF · Jun 2024 – Jan 2025

  • Vice President

    Students of India Association at USF · Jan 2024 – May 2024

  • Database Director

    Society of Hispanic Professional Engineers at USF · Jan 2024 – May 2024

  • Virtual Insight Series

    Goldman Sachs · May 2024 – Jun 2024

Academic recognition

  • USF Green & Gold Directors Waiver

    University of South Florida · Up to $36,000 · $9,000/year

  • Annette L. Raymund Endowed Scholarship Fund Recipient

    University of South Florida · Aug 2023

  • Computer Science and Engineering Fund Recipient

    USF College of Engineering · Jul 2025

  • USF Fund for the College of Engineering Recipient

    USF College of Engineering · Jul 2025

Technical skills

Languages & Frontend
Python, TypeScript, JavaScript, Java, C++, React, Next.js
Backend & Data
FastAPI, Flask, Node.js, REST APIs, PostgreSQL, MongoDB, SQL
AI / ML
PyTorch, TensorFlow, Scikit-learn, Transformers, BERT, LoRA, LLM APIs
Infrastructure & Cloud
AWS, Docker, Git, GitHub, Vercel, Render, CI/CD