Bucharest, Romania
Experienced Machine Learning Engineer with background in audio and image processing. Strong leader and problem-solver with excellent communication skills.
Assistant Professor teaching: - C/C++ - Numerical circuits - Machine Learning
- Manage a team of Machine Learning Scientists to deliver scalable and robust machine learning and data science solutions - Architect solutions, review models and provide necessary technical guidance - Dissect business problems into digestible solutions - Follow company strategic directions and align with other engineering teams on goals and roadmaps - Hire, mentor, lead, and grow the team
- Hands-on team manager focusing on developing audio-related machine learning algorithms - Evaluating employee skills and knowledge regularly, training, and mentoring individuals, conducting development and compensation discussions
- Lead a local team to invent, develop, and implement advanced machine learning (DNNs) algorithms for audio and signal processing. - Develop strategies and algorithms for audio data acquisition, augmentation, and processing. - Develop efficient implementations and testing software in Python, PyTorch, C/C++. - Create and maintain documentation of algorithms, software, and evaluation systems. - Interact and collaborate with R&D peers across continents and time zones. Help develop R&D strategies and plans.
Led project estimation, planning, and execution. - Developed cost estimates and managed project budgets. - Coordinated distributed and cross-functional teams. - Oversaw reporting and documentation processes. - Served as the primary interface between development teams and customers. - Monitored project progress, identified risks, and implemented mitigation strategies to ensure success. - Developed, maintained, and updated policies, standards, and guidelines.
- Developed C++ frameworks for artificial intelligence algorithms integration and industrialization - Coordinated Web platform development for ML/AI autonomous driving algorithms training and validation. - Design imaging ML/DL algorithms - Project Management, including budget forecast and expenses tracking - Coordinate teams for R&D projects and acting as tech lead
- Develop new functionalities for automotive navigation software - Maintain the already developed software modules - Document the code changes - Provide training and support for new team members - Participate in planning and reviews meetings - Write unit and integration tests - Programming languages: C++, Python