Mildred Nwachukwu-Innocent
Ai Studio Fellow @Yrikka
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WORK HISTORY
Ai Studio Fellow @Yrikka
Collaborate with 3 stakeholders to translate ambiguous requirements into a data science plan, building YOLO-based object detection models on real and synthetic datasets to address the sim-to-real gap.• Clean, preprocess, and engineer a reproducible data pipeline for training and benchmarking across real-only, synthetic-only, and mixed regimes, delivering quantitative insights on synthetic data’s impact on model generalization.• Leverage CVAT for precise annotation and iterative correction of bounding boxes, improving training data quality and model performance.
EDUCATION
Elizabethtown College
Bachelor of Science - BS, Computer Science
ABOUT MILDRED NWACHUKWU-INNOCENT
Hi, I’m Mildred, a Computer Science student at Elizabethtown College with a minor in Data Analytics and a strong foundation in Data Science, Machine Learning, and full-stack development. I’m passionate about building practical tech solutions, from predictive models to secure web platforms and beyond.My journey in tech has been exciting and full of exploration, whether it\'s designing databases, optimizing machine learning models, or building applications. Through my academic and hands-on experience, I’ve gained proficiency in Java, Python, R, SQL, C, and more.Outside the classroom, I serve my campus as a Resident Assistant and Technical Operations Assistant, where I’ve strengthened my leadership and troubleshooting skills. I’ve also helped high school students learn and apply web development skills to launch their own projects.I’m especially interested in data science, AI/ML, and interdisciplinary work that blends software engineering with statistical analysis. I’m driven by a continuous desire to learn and to create tools that make a meaningful impact.
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