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praneels2005/README.md

Rutgers CAIT – Rail & Transit

AI/ML Researcher | Nov 2025 – Present
New Brunswick, NJ

  • Designed a signal-light classification system using a fine-tuned ResNet101 trained on 1,000+ images
  • Deployed a GPU-accelerated, Dockerized computer vision pipeline with DeepSORT tracking on live RTMP streams
  • Implemented Kafka + AWS S3 backend for real-time event streaming and persistent storage of trespasser metadata

Checkpoint Systems

Software Engineer Intern | May 2025 – Aug 2025
Thorofare, NJ

  • Modernized Cockpit UI stack with React + TypeScript, accelerating RF-ID configuration for 10,000+ enterprise devices
  • Standardized an agentic design-to-code workflow using LLMs to convert Figma mockups into production-ready TypeScript components aligned with firmware APIs, achieving 20% faster UI release cycles
  • Optimized Linux system images on Rock Pi 4 Plus using Bash scripting, reducing image size by 25%

CABPortal

Machine Learning Research Assistant | Aug 2024 – Dec 2024
Ewing, NJ

  • Built a hybrid Python/PyTorch recommender system combining fine-tuned BERT embeddings, TF-IDF, and k-means clustering, improving faculty recommendation accuracy by 28%
  • Engineered NLP pipelines to preprocess and classify 25,000+ research abstracts
  • Co-authored a SIGCSE ’25 publication proposing a transformer-driven hybrid recommender system for cold-start environments

Education

Rutgers University – New Brunswick
B.S. in Computer Science & Data Science
GPA: 4.0 | Graduation: May 2027

Relevant Coursework:
Data Structures & Algorithms, Programming Languages, Intro to Data Science, Database Systems, Computer Architecture, Computer Networking, Linear Algebra II, Statistical Inference, Discrete Structures

Certifications:

  • AWS Certified Cloud Practitioner
  • Forage AWS Solutions Architecture

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