Amir Saberi Email & Phone Number

Melbourne, Victoria, Australia

Melbourne, Victoria, Australia

Proposed and built machine learning solutions for fault detection and condition monitoring in diverse systems at AGL's power stations. Contributed to cost savings exceeding $6M.

- Worked on machine learning systems for robust performance in uncertain and dynamic environments.- Applied expertise to optimise electricity generation based on fluctuating prices in short intervals.- Specialised in online optimisation, control theory, machine learning, and information theory; - Co-supervised a PhD student exploring gaps in optimization and control.

Melbourne, Victoria, Australia

The responsibilities of an Academic Mentor is to support Engineering/IT students in developing their professional skills, guide students on managing and making the most of their experiences in their workplace, assessing them through reports and presentations.

Vic, Australia

• Key responsibilities: - Developed fundamental bounds and design methods to estimate signals (time-series data) when distorted by different noises and correlations with partial measurements. Successfully addressed two long-standing (over 70 years) problems in Control Engineering. - Communicated with the principal supervisor, co-supervisors and colleagues regarding schedule changes, plans, and peer reviewers during the publishing process. • Key achievements: - Developed fundamental bounds and design methods to estimate signals (time-series data) when distorted by different noises and correlations with partial measurements. - Solved two long-standing problems in two different areas of Information Theory and Networked Systems.

Taught data modelling, database concepts, and workshops for Signal Processing, Control Systems, Database and Distributed Algorithms.

Tehran

• Key responsibilities: - Engineered, implemented, and supported data analytics infrastructure and additional components for various data sources. - Sourced, extracted and analysed data from multiple sources, applications, and processes. - Authored technical and non-technical reports based on analysis and presented to a broad range of audiences, including management. - Managed a team of 3 casual employees and led them to be employed permanently.• Key achievements: - Developed informative systems and reporting capabilities for predicting anomalies, deployed on different platforms, leading to automatic report generation, saving time and cost. Achieved a high true-positive rate in anomaly detection, reducing workload on monitoring teams and detecting numerous anomalies. - Initiated and designed Machine Learning and prediction models (supervised and unsupervised) for Anomaly Detection. Achieved a high true-positive rate in anomaly detection, leading to a workload reduction on monitoring teams and numerous anomalies detected. - Achieved strong communication skills by working in a team including more than 30 data analysts, data scientists, control experts, and software developers.

Supervisor of two labs (Control Systems and Electrical Engineering) during which I taught, proposed and designed experiments for the Electrical engineering subjects.

Designed, managed and took exams and projects.

Tehran, Tehran Province, Iran

Doctor Of Philosophy - Phd, Electrical And Electronics Engineering, Awarded Best Thesis Of The Year

Master Of Science (Ms), Electrical And Control Engineering, Total Gpa 4/4

Activities and Societies: Research Assistant, Teacher AssistantResearch Assistant, Teacher Assistant

Bachelor Of Science (Bs), Electrical And Control Engineering, Total Gpa 3.95/4 (Ranked 2Nd Among More Than 50)

Activities and Societies: scientific competitionsElectrical and Control Engineering courses with related labs