Abu User
@abuuser2
I build machine learning, analytics, and AI applications from data.
What I'm looking for
At Agile Robots SE, I develop ROS 2 and Gazebo simulations for the Franka Research 3 robot, including adaptive polishing workflows for unknown geometries. I also support robotics AI through data annotation, cleaning, curation, augmentation, and synthetic data generation.
I've built end-to-end machine learning and analytics projects, including a Streamlit churn-risk system that turns predictions into retention recommendations and a SQL-and-Excel retail analytics dashboard focused on profit leakage. My work spans preprocessing, feature engineering, model evaluation, visualization, and translating analysis into business actions.
I've also built a RAG recipe chatbot using a JSON dataset and the Google Gemini API, with custom retrieval, relevance scoring, and multi-turn conversational context.
Experience
Work history, roles, and key accomplishments
Data Science Professional
Agile Robots SE
Jan 2026 - Present (8 months)
Developed and executed ROS 2 + Gazebo simulations for the Franka Research 3 (FR3) robot, including adaptive polishing workflows. Performed data annotation, cleaning, and curation for robotics datasets, and supported data augmentation and synthetic data generation workflows.
Education
Degrees, certifications, and relevant coursework
Rutgers, The State University of New Jersey
Master of Science, Mathematical Sciences
Grade: 3.30/4.00
Pursued a Master of Science in Mathematical Sciences, achieving a GPA of 3.30 out of 4.00.
Availability
Location
Authorized to work in
Job categories
Skills
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