Iasmina Iacob
@iasminaiacob
AI/ML Engineer passionate about innovative machine learning solutions.
What I'm looking for
I am an AI/ML Engineer with a strong foundation in machine learning and data science, currently pursuing a Master's in Big Data. My experience includes managing end-to-end machine learning pipelines, where I have successfully implemented solutions that enhance model performance and reliability. At Aumovio, I took ownership of the ML component for road lane detection, where I designed custom labeling solutions and improved feature extraction pipelines, demonstrating my ability to innovate and solve complex problems.
Throughout my career, I have contributed to various projects, including disaster-type classification from UAV imagery and biomedical named entity recognition, achieving impressive accuracy and evaluation results. My technical skills encompass a wide range of programming languages and tools, including Python, C++, and machine learning frameworks like PyTorch and TensorFlow. I thrive in collaborative environments and am committed to continuous learning and improvement.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
Aumovio
Aug 2024 - Jul 2025 (11 months)
Managed the full pipeline for road lane detection using CNN, from raw data preprocessing to model training and testing. Improved feature extraction pipelines by replacing Feature Pyramid Networks (FPN) with Atrous Spatial Pyramid Pooling (ASPP), enhancing performance for multi-scale object detection tasks.
Software Engineering Intern
Aumovio
Sep 2022 - Aug 2024 (1 year 11 months)
Contributed to the Free Space Detection (FS) module by diagnosing and fixing issues related to construction site geometry parsing and edge case handling for drivable area recognition. Debugged embedded systems using WindRiver Diab Compiler and MTS internal tool to reproduce and resolve various issues.
Education
Degrees, certifications, and relevant coursework
West University of Timisoara
Master of Science, Big Data
Currently pursuing a Master of Science in Big Data, focusing on Data Science, Analytics, and Technologies. Expected to complete the program in February 2026.
Polytechnic University of Timisoara
Bachelor of Engineering, Systems Engineering
Completed a Bachelor of Engineering in Systems Engineering, specializing in Automation and Applied Informatics. Gained foundational knowledge in various engineering principles and their applications.
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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