Hadis Hesabi
Québec,QC
Summary
Dedicated and results-driven Risk Model Validation and Monitoring Data Scientist with four years of experience in advanced analytics and artificial intelligence. Expert in providing data-driven solutions to complex business issues, leveraging extensive knowledge of risk analysis, reliability, and maintenance. Skilled in mining multiple data sources and applying statistical analysis to make strategic recommendations. Proven track record of leading successful model development projects and collaborating with stakeholders to drive business growth. Adept at communicating technical concepts to non-technical audiences, serving as a trusted expert advisor on data utilization. Committed to continuous learning and staying at the forefront of the data science field.
Overview
12
12
years of professional experience
Work History
Internship Student
General Electric Renewable Energy
05.2021 - Current
Condition Monitoring and Predictive Maintenance of Power Transformers Using Deep Learning Approaches
- Collaborated with R&D asset life cycle manager and team on assigned tasks, ensuring effective teamwork and communication.
- Consulted with the R&D team to identify opportunities for process and procedure improvements, actively contributing to enhancing efficiency.
- Collected and preprocessed monitoring time-series raw data of more than 150 power transformers to prepare it for analysis.
- Developed six advanced Dissolved Gas Analysis algorithms to extract fault labels from raw data, contributing to accurate fault detection.
- Simulated time-series datasets for power transformers to increase the model's robustness and improve prediction performance.
- Constructed various Machine Learning and Deep Learning classifiers to model dataset behavior and predict transformer health, achieving more than 95% accuracy in health predictions.
- Utilized trained classifiers to predict transformer health based on newly collected datasets, enabling proactive maintenance decisions.
Public Sector Economist
Parliament Research Center
01.2016 - 01.2018
- Successfully developed and implemented a meta-analysis approach in the transportation sector, identifying and addressing key challenges that significantly improved transportation efficiency.
- Conducted comprehensive research, analyzing data from multiple sources, and provided actionable insights that led to a 15% reduction in transportation delays.
Senior Economist
Economics Research Center Of Tarbiat Modares Unive
01.2016 - 01.2017
- Analyzed brand's pricing, advertising and distribution data and identified seasonal trends and white space by integrating consumer insights; recommended strategic changes in portfolio and marketing plan to Social Security Organizations in the domestic and international market, reversing sales slump (+5.5%)
Economic Researcher
Robin Research Inc.
01.2015 - 01.2016
- Analyzed fundamental growth drivers via top-down (macro, sector trends, competition) and bottom-up (growth strategy, revenue forecast, cost allocation) approaches and analysis of senior management and shareholding structure for Isfahan Steel Company.
Economic Researcher
Isfahan Chamber Of Commerce, Industries, Mines And Agriculture
01.2012 - 01.2013
- Translated business questions into use cases and data model requirements with an emphasis on anticipating future ad-hoc needs in the privatization path of Isfahan's economic growth
Education
Ph.D. - Industrial Engineering
Laval University
Quebec, QC09.2023
M.Sc. - Economic Science
Allameh Tabataba'i University
Tehran, Iran09.2016
B.Sc. - Economics
Isfahan University
09.2014
Skills
- Python
- R
- SAS
- Apache Spark
- BigML
- TensorFlow
- Scikit-learn
- Predictive Analytics
- Statistical Data Analysis
- Artificial Intelligence
- Data Science
- Data Visualization
- Team Collaboration
- Problem-solving
- Strategic Planning and Analysis
- Multi-criteria Decision Making
Special Interests
- Machine Learning and Deep Learning
- Data Mining and Statistical Analysis
- Mathematical Modeling
- Prognostics and Health Management
- Risk Analysis
- Operation Research
- Policy Making and Multi-criteria Decision Making
Certificate
- Advanced Python Programming Course, Sharif University, Online Course, Summer 2021
- Support Vector Machines with Scikit-learn, Stanford University, Online Course, Spring 2021
- Advanced Natural Language Processing, Massachusetts Institute of Technology, Online Course, Summer 2022.
- Machine Learning, Stanford University, Online Course, Summer 2020.
- Deep Learning, Stanford University, Online Course, Spring 2020.
- Deep Learning: A Practical Approach in MATLAB, MathWorks, Laval University, QC, 2019
Teaching Experience
- Course Assistant, “Analyse des risques, fiabilité et maintenance”. Laval University, Winter 2021 and 2022
- Teaching Assistant “Microeconomics.” Allameh Tabataba'i University, 2014-2016.
- Teaching “Economy Planning”. Isfahan University, 2012-2013
Language
- English (Advanced)
- French (Intermediate)
- Persian (Native).
Honors
- Ranked 91st among nearly 12000 participants in National M.Sc. entrance examination in the field of economics, Tehran, Iran, September 2014.
- Ranked 1st among nearly 500 students in mathematic Olympiads of Yazd province high schools, Yazd, Iran, winter 2010.
Working as a Volunteer
- Member, "Groupe Aérospatial de l'Université Laval," Laval University, Québec, Canada, 2021-present.
- Collaborated in holding, "Economy, Culture and National Development" Conference, Allameh Tabataba'i University, Tehran, Iran, Oct 24-25, 2014.
- President, Isfahan scientific association, Isfahan University, Isfahan, Iran, 2013-2014.
- Collaborated in preparing, seminar on "Game theory and its relation to world oil and financial crises," Isfahan University, Isfahan, Iran, Apr 2013.
Other Interest and Hobbies
- Photography
- Painting and drawing
- Mountain climbing
- Camping
- Reading novels, literature, and poetry
Timeline
Internship Student
General Electric Renewable Energy
05.2021 - Current
Public Sector Economist
Parliament Research Center
01.2016 - 01.2018
Senior Economist
Economics Research Center Of Tarbiat Modares Unive
01.2016 - 01.2017
Economic Researcher
Robin Research Inc.
01.2015 - 01.2016
Economic Researcher
Isfahan Chamber Of Commerce, Industries, Mines And Agriculture
01.2012 - 01.2013
Ph.D. - Industrial Engineering
Laval University
M.Sc. - Economic Science
Allameh Tabataba'i University
B.Sc. - Economics
Isfahan University
Similar Profiles
Haseeb KaurejoHaseeb Kaurejo
Data Technology Analyst at General Electric Renewable EnergyData Technology Analyst at General Electric Renewable Energy
Hafeezuddin MohammedHafeezuddin Mohammed
Lead Project Manager at General Electric (Renewable Energy)Lead Project Manager at General Electric (Renewable Energy)
MARIA PILAR CEBALLOSMARIA PILAR CEBALLOS
Finance Specialist, Energy at General Electric, Renewable EnergyFinance Specialist, Energy at General Electric, Renewable Energy