Open to opportunities

Bhumika G S

@bhumikags

Message

I build machine learning models for manufacturing and real-world engineering challenges.

India

Message

What I'm looking for

I'm seeking ML/AI roles where I can use data-driven models to solve real-world engineering and operational challenges, especially in manufacturing systems.

I've applied machine learning and manufacturing analysis at Foxconn Hon Hai, where I analyzed SAP and MES production data during NPI, developed and validated BOMs, and supported the delivered ROMA and Hyperion projects.

I build supervised, unsupervised, and deep learning models using Python, TensorFlow, and Scikit-learn. My work includes data cleaning, preprocessing, feature engineering, hyperparameter tuning, and validation on real-time datasets.

I also developed a TensorFlow CNN for glaucoma detection, achieving 95% classification accuracy on retinal image classification. I'm focused on applying data-driven models to engineering and operational challenges.

Experience

Work history, roles, and key accomplishments

Product Engineer Trainee

Foxconn Hon Hai Pvt Ltd

Oct 2024 - Jun 2025 (8 months)

Analyzed production workflows and SAP/MES data during NPI phase to identify optimization opportunities. Coordinated cross-functional teams and contributed to successful delivery of ROMA and Hyperion projects.

SAP MES Data Analysis BOM Management Cross functional Coordination

Machine Learning Intern

TechnoFly Solutions

Jan 2023 - Apr 2023 (3 months)

Developed supervised and unsupervised ML models using Scikit-learn and TensorFlow. Performed data cleaning, preprocessing, feature engineering, and hyperparameter tuning to improve prediction performance.

Python scikit learn TensorFlow data preprocessing Feature Engineering Hyperparameter Tuning