Jeffery C.

Key Skills

Software

Label Studio

Top Subject Matter

AI Training and ML Model Optimization

ML Model Deployment on Embedded Systems

Top Data Types

Image

Top Task Types

Fine-tuning

Freelancer Overview

Lab Assistant, ARM A.I Ecosystem Lab. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Cape Coast Ghana (2024). AI-training focus includes data types such as N and A and labeling workflows including Fine-tuning.

Labeling Experience

Instructor, Embedded Systems Lab

Fine-tuning

As an Instructor at the Embedded Systems Lab, I mentored student teams on designing machine learning pipelines. I led workshops on deploying machine learning models, focusing on troubleshooting and model deployment on ARM-based hardware. My role heavily focused on AI training and real-world application of embedded ML solutions. • Led instructional workshops about embedded AI model deployment. • Provided step-by-step ML pipeline guidance to student teams. • Supported troubleshooting and error analysis in deployed ML models. • Encouraged best practices for production-ready AI systems.

2023 - Present

Lab Assistant, ARM A.I Ecosystem Lab

Fine-tuning

As a Lab Assistant at the ARM A.I Ecosystem Lab, I contributed to AI training and machine learning education. I supervised students and supported model optimization processes including quantization, pruning, and conversion to different formats. My work involved hands-on training activities and integration of ML models with cloud and IoT platforms. • Facilitated ML model training sessions for students. • Guided optimization and fine-tuning of various AI models. • Assisted in deploying trained models for live inference on cloud platforms. • Provided technical support for integrating AI features into IoT devices.

2023 - Present

Education

Work History