Pertami Kunz
Data Scientist (Freelance)
Experience
Data Scientist (Freelance)
Spryfox GmbH
- Implemented data/feature pipelines and automated validation/reporting for multi-million-row insurance datasets.
- Built production-grade image processing to detect fabric defects; delivered maintainable, well-tested Python code and concise reports.
University Research and Teaching Assistant
Technische Universität Darmstadt
- Preparation of presentation slides, labs, programming exercises, and tutorials for Data Science 1 & 2, Signal Detection & Parameter Estimation, Advanced Techniques in Statistical Signal Processing.
- Supervision of industry-facing student projects across finance, healthcare, and IoT. Guided teams building prototypes on Arduino Nano BLE Sense and NVIDIA Jetson Orin Nano.
Lecturer
Faculty of Computer Science, University of Indonesia
- Taught international classes (in English): Applied Probability, Linear Algebra.
- Taught regular and extension classes (in Bahasa Indonesia): Statistics & Probability, Machine Learning, Operations Research.
Research Associate
Nanyang Technological University
- Designed and evaluated FRI-based methods for array signal processing.
- Built image-processing routines for analyzing comet assay slides.
Teacher for Computer Studies
Global Software Academy, Pte Ltd
- Organized training sessions and coordinated participation in competitions across open-source software and programming languages.
Project Engineer
Vento Systems, Pte Ltd
- Managed ongoing projects
- Coordinated on-site and production-floor technicians
- Optimized materials planning
- Designed and implemented an operations system covering inventory, material calculations, purchase orders, and employee leave.
Internship, Student Employee (Part Time)
Vento Systems, Pte Ltd
- Produced CAD drawings to spec
- Assisted with project tracking, milestones, and deliverables
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Education (12 years), Information Technology (8.5 years), Healthcare (6.5 years), Manufacturing (3.5 years), and Biotechnology (2 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Research and Development (10 years), Product Development (8.5 years), Project Management (3.5 years), Information Technology (2 years), Operations (1.5 years), and Supply Chain Management (1.5 years).
Summary
Experienced engineer and researcher with cross-disciplinary training and hands-on experience delivering data- and AI-enabled solutions from prototype to production.
Adept at structuring ambiguous problems, aligning diverse stakeholders, and communicating complex ideas clearly.
Leadership experience as IEEE Women in Engineering (WIE) Chair and Secretary.
Skills
- Programming Languages: Matlab / Python / R
- Scientific Writing & Reproducible Research: Rmd / Latex / Jupyter Notebook
- Office: Open Office / Microsoft Office 360
- Rdbms: Mysql / Sqlite
- Cloud Computing: Aws Lambda / Aws Sagemaker (Training, Inference) / Aws Ec2 / Aws Textract / Deploying Llm
- Consulting And Business: Problem Solving / Manage Relationships With Stakeholders / Develop Communications Strategies / Executive-ready Presentations
Languages
Education
Technische Universität Darmstadt
PhD (Dr.-Ing.), Robust Bootstrap Methods in Signal Processing · Electrical Engineering and Information Technology · Darmstadt, Germany
Technische Universität Darmstadt
Master of Science · Electrical Engineering and Information Technology · Darmstadt, Germany · 1.43 (distinction)
Nanyang Technological University
Master of Science · Bioinformatics · Singapore
Certifications & licenses
Driving Licence: B
Profile
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