CS @ UC IrvineGPA 3.92

Building the Future of
Intelligent Systems

Engineering intelligent systems that see, understand, and scale. Specializing in Computer Vision, Generative AI, and High-Performance Pipelines.

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Rohan Singh

Experience

AI/Machine Learning Intern

Imentiv AI
June 2025 – Sept 2025
  • Boosted face detection accuracy by 6% via automated ground-truth validation pipelines, eliminating false positives.
  • Implemented face re-identification tracking using dynamic placeholders, validated against ByteTrack and BoT-FaceSORT.
  • Led comparative evaluations that drove the migration from legacy models to optimized YOLO architectures.

AI/Machine Learning Intern

Imentiv AI
June 2024 – Sept 2024
  • Engineered an image deduplication tool using DINOv2 and Faiss, removing 95% of redundancies to refine ML datasets.
  • Developed algorithms to extract unique video frames, creating diverse datasets for model training.
  • Built a facial analysis tool using YOLOv8 to automate emotion labeling across large video datasets.

Software Engineer Intern

Asterbyte Software Systems
June 2023 – Aug 2023
  • Designed ML solutions for emotion detection on human faces in videos.
  • Generated synthetic training data using Unreal Engine MetaHumans to improve model robustness.
  • Published research on facial emotion recognition at WCSET 2023.

Android Developer Intern

Asterbyte Software Systems
June 2022 – Aug 2022
  • Developed Hue Christmas, a Philips Hue app that plays festive Christmas light shows.
  • Reconstructed the Android app Pitch Prime from the ground up, revamping the GUI and optimizing performance.
  • Translated the app from Spanish to English, expanding accessibility to a wider audience.

Projects

Behavioural Interview Coach

Real-time interview simulator that quantifies subconscious cues like eye contact, micro-expressions, and vocal pacing to improve delivery.

FastAPIPythonComputer VisionFFmpeg

SikhAI

AI-powered spiritual companion featuring a context-aware RAG chatbot, daily Hukamnama integration, and a community event organizer.

Next.jsFirebaseVertex AIRAG

Hue Christmas

Mobile application for Philips Hue smart lights, enabling festive light shows and ambient holiday scenes.

Android SDKKotlinPhilips Hue API

Pitch Prime

Reconstructed and optimized mobile application with enhanced performance and user experience improvements.

Android SDKJavaFirebase

Skills

Languages

Python,C++,Java,Kotlin,SQL,TypeScript,JavaScript,C#

AI & Vision

PyTorch,YOLOv8,OpenCV,RAG,Gemini Pro,DINOv2,Faiss,ByteTrack,TensorFlow

Engineering

Docker,AWS,GCP,Next.js,Firebase,FastAPI,Vertex AI,Unreal Engine

Education

University of California, Irvine

B.S. Computer Science

Sept 2024 – Jun 2027 (expected)

GPA 3.92
Dean's Honor List — All Quarters
Relevant Coursework
CS 171Artificial Intelligence
CS 178Machine/Data Mining
CS 177Probability in CS
CS 121Information Retrieval
CS 143AOperating Systems
ICS 46Data Structures & Analysis
ICS 45CProgramming in C/C++
INF 43Software Engineering
STATS 67Probability & Statistics
MATH 3ALinear Algebra

Publications

Enhancing Face Emotion Recognition with FACS-Based Synthetic Dataset

8th International Conference on Computer Vision & Image Processing • Nov 2023

Face Emotion Recognition with New Auto Generated Emotions Dataset: EMOTE-2023

WCSET 2023 & IRAJ • Mar 2023