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Hi, I’m Erica—an engineer and designer who loves blending software, AI, and user experience to build practical, engaging products. I hold a Bachelor of Engineering in Computer Science from Nanyang Technological University (2024) and a Diploma in Audio-Visual Technology from Ngee Ann Polytechnic (2018). I enjoy turning ideas into actionable AI-powered solutions and polished interfaces that delight users. Recent work includes delivering an end-to-end ML pipeline MVP for a 360K GenAI project at AI Singapore, building Chrome-based UX prototypes for NTU News Media Lab, and leading data science and robotics projects. I’m excited to join teams at the intersection of AI, software, and design and contribute with hands-on collaboration, curiosity, and a bias for getting things shipped.…Hi, I’m Erica—an engineer and designer who loves blending software, AI, and user experience to build practical, engaging products. I hold a Bachelor of Engineering in Computer Science from Nanyang Technological University (2024) and a Diploma in Audio-Visual Technology from Ngee Ann Polytechnic (2018). I enjoy turning ideas into actionable AI-powered solutions and polished interfaces that delight users. Recent work includes delivering an end-to-end ML pipeline MVP for a 360K GenAI project at AI Singapore, building Chrome-based UX prototypes for NTU News Media Lab, and leading data science and robotics projects. I’m excited to join teams at the intersection of AI, software, and design and contribute with hands-on collaboration, curiosity, and a bias for getting things shipped.

Erica Er Ming Chee

Audio Engineer, AI Engineer, Data Scientist, +2

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Hi, I’m Erica—an engineer and designer who loves blending software, AI, and user experience to build practical, engaging products. I hold a Bachelor of Engineering in Computer Science from Nanyang Technological University (2024) and a Diploma in Audio-Visual Technology from Ngee Ann Polytechnic (2018). I enjoy turning ideas into actionable AI-powered solutions and polished interfaces that delight users. Recent work includes delivering an end-to-end ML pipeline MVP for a 360K GenAI project at AI Singapore, building Chrome-based UX prototypes for NTU News Media Lab, and leading data science and robotics projects. I’m excited to join teams at the intersection of AI, software, and design and contribute with hands-on collaboration, curiosity, and a bias for getting things shipped.…Hi, I’m Erica—an engineer and designer who loves blending software, AI, and user experience to build practical, engaging products. I hold a Bachelor of Engineering in Computer Science from Nanyang Technological University (2024) and a Diploma in Audio-Visual Technology from Ngee Ann Polytechnic (2018). I enjoy turning ideas into actionable AI-powered solutions and polished interfaces that delight users. Recent work includes delivering an end-to-end ML pipeline MVP for a 360K GenAI project at AI Singapore, building Chrome-based UX prototypes for NTU News Media Lab, and leading data science and robotics projects. I’m excited to join teams at the intersection of AI, software, and design and contribute with hands-on collaboration, curiosity, and a bias for getting things shipped.

Available to hire

Hi, I’m Erica—an engineer and designer who loves blending software, AI, and user experience to build practical, engaging products. I hold a Bachelor of Engineering in Computer Science from Nanyang Technological University (2024) and a Diploma in Audio-Visual Technology from Ngee Ann Polytechnic (2018). I enjoy turning ideas into actionable AI-powered solutions and polished interfaces that delight users.

Recent work includes delivering an end-to-end ML pipeline MVP for a 360K GenAI project at AI Singapore, building Chrome-based UX prototypes for NTU News Media Lab, and leading data science and robotics projects. I’m excited to join teams at the intersection of AI, software, and design and contribute with hands-on collaboration, curiosity, and a bias for getting things shipped.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

AI Apprentice at AI Singapore

June 1, 2024 - March 1, 2025

Delivered an end-to-end ML pipeline MVP for a $360K text-to-motion GenAI project in 7 months, collaborating in an agile engineering team of five. Contributed to model replication and experimentation across architectures and datasets, including MDM and T2M diffusion models on Human ML3D and AIS T++ datasets, using Hydra configs, Docker, MLflow, and unit tests to support reproducible experimentation across multiple training runs. Prepared model artifacts, FastAPI demos, and Sphinx documentation, and facilitated client walkthroughs to support pipeline deployment and handover.

Software Engineer Intern at Schlumberger Oilfield (S) Pte Ltd

January 1, 2022 - May 1, 2022

Designed SAFC HM I interfaces focused on usability and engineering workflows, informed by user feedback and usability studies. Built and tested interactive prototypes in Flutter and deployed them to a web platform. Implemented a CI/CD pipeline using Azure Pipelines to automate build, test, and deployment processes; collaborated in an agile team using Azure DevOps.

UI/UX Designer at NTU News Media Lab

January 1, 2021 - April 1, 2021

Built a Chrome news plugin MVP to increase reader engagement, collaborating with developers, UX designers, and journalists using Google’s Sprint framework; team won 1st place in a Google Design Sprint competition. Produced wireframes, UX flows, interactive prototypes, design specs, personas and use cases using Figma and Canva; conducted user interviews, identified pain points, and translated insights into product requirements while balancing user needs and business goals.

Design and Marketing Intern at Three Star Brand

August 1, 2018 - December 1, 2018

Conceptualised and produced digital assets (social posts, EDMs, website visuals, presentation decks) aligned with brand identity and supported campaigns across regional markets. Managed social media channels and KOL collaborations; supported ATL brand campaigns and BTL digital activations, and contributed to client strategy with guidance from the Chief Strategist. Analyzed campaign metrics and competitor activity to deliver weekly performance reports and actionable insights, contributing to 10%+ follower growth and stronger content engagement.

Home Value Prediction - AI Engineer at Independent Project

August 1, 2022 - December 1, 2022

Performed exploratory data analysis to identify housing market patterns and visualized trends and correlations using Python (Pandas, Matplotlib). Contributed to building machine learning models (CatBoost ensemble methods) to predict future home sale prices. Ranked in the top 15% in Kaggle’s Zillow Home Value Prediction competition.

Autonomous Robot – Image Recognition at Independent Project

August 1, 2022 - December 1, 2022

Led a team of eight students to assemble and program an autonomous robotic system using STM32F processors and Raspberry Pi cameras to map and navigate a maze. Collected and annotated images, applied data augmentation techniques to build a robust training dataset. Trained and deployed a YOLOv5 object-detection model, achieving ~99% detection and classification accuracy across 30 alphabet symbols.

SQL Database Project at Independent Project

August 1, 2020 - December 1, 2020

Created and modified a sample eCommerce database; wrote SQL queries and relational-algebra operations to extract, transform, and analyze data for business insights.