General Information
INSTITUTIONAL INFORMATION
Contact
- h.r.khosravani@wiut.uz
- Office Phone Number
- +998
- Linkedln
- https://www.linkedin.com/in/hrkhosravani/
- ORCID
- Google Scholar
- hreza.khosravani@gmail.com
- Research Gate
Education Information
Education Information
-
2017 - 2017 Post-doctoral Fellow
Center of Intelligent Systems, IDMEC, Instituto Superior Técnico, Lisbon, Portugal.
-
2013 - 2017 PhD in Informatics Engineering (Artificial Intelligence specialization)
University of Algarve, Faro, Portugal
Dissertation
Research Areas
Professional Experience
ACADEMIC TITLES
-
2024 - Senior Lecturer in Computing
Westminster International University in Tashkent
MANAGERIAL EXPERIENCE
-
2023 - 2024 Senior Data Scientist at Two Impulse
Providing Machine Learning solutions for energy companies and utilities to help their customers improve energy efficiency. Providing Machine Learning solutions to help datacenters improve their Power Usage Effectiveness (PUE) towards cost and environmental impact reduction. Mentoring and guiding junior team members throughout all stages of Machine Learning projects, from initial analysis to final implementation.
-
2021 - 2023 Senior Data Scientist at Mckinsey & Company
B2B pricing and growth - Providing advanced analytics platform for B2B pricing and growth empowered by innovative Machine Learning solutions that help our clients identify the biggest pricing and sales growth opportunities to increase margin. Mentoring and guiding junior team members throughout all stages of Machine Learning projects, from initial analysis to final implementation.
-
2019 - 2021 Senior Data Scientist at Nokia
Customer Experience Analysis - Providing analytics platforms for global Communications Service Providers utilizing Cloudera Hadoop, Spark, Python, Kafka, Flume, etc. This platform is used to monitor and analyze the performance of home and access networks and provides proper recommendation upon detecting any fault in networks. Integrating ML solutions with Nokia products
-
2017 - 2019 Senior Data Scientist at Closer Consulting
Cognitive claims report analysis - Swiss insurance company Implementation of a platform to digitalize claims with the aim of fraud detection Reverse Engineering of pricing - Swiss insurance company Design of machine learning predictive models to identify pricing strategy of competitors. Claims frequency - Swiss insurance company Design of machine learning and statistical models to forecast claims frequency Customer behavior prediction – Portuguese telecommunication company Design of machine learning models to predict customer behavior Recommendation systems – Global automobile company Customer segmentation Design of recommendation systems for cars and equipment Providing technical guidance, support and project coordination.
Publications & Works
-
A convex hull-based data selection method for data driven models
Articles published in International Journals -
A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building
Articles published in International Journals -
The IMBPC HVAC system: a complete MBPC solution for existing HVAC systems
Articles published in International Journals -
An Intelligent Weather Station
Articles published in International Journals -
A Randomized Approximation Convex Hull Algorithm for High Dimensions
Articles published in International Journals -
Seismic detection using support vector machines
Articles published in International Journals -
Proposing an Improved Semantic and Syntactic Data Quality Mining Method using Clustering and Fuzzy Techniques
Articles published in International Journals -
A Comparison of Four Data Selection Methods for Artificial Neural Networks and Support Vector Machines
Refereed congress / Symposium Publications in Proceedings -
A New Convex Hull, Sliding Window Based Online Adaptation Method for Fixed-Structure Radial Basis Function Neural Networks
Refereed congress / Symposium Publications in Proceedings -
PVM-based intelligent predictive control of HVAC systems
Refereed congress / Symposium Publications in Proceedings -
A neural-network based intelligent weather station
Refereed congress / Symposium Publications in Proceedings -
Improving a neural networks based HVAC predictive control approach
Refereed congress / Symposium Publications in Proceedings -
A Support Vector Machine Seismic Detector for Early-Warning Applications
Refereed congress / Symposium Publications in Proceedings -
A simple algorithm for convex hull determination in high dimensions
Refereed congress / Symposium Publications in Proceedings
Projects & Grant proposals
Supported Projects
Grant proposals
-
2015 - 2015 Prediction of the Energy Consumption of CIESOL Building (MEETINROOM)
Project reference: SFERA II. FP7 European project - 2014/20
-
2012 - 2015 Intelligent Control of HVAC Systems in Buildings – CISCE
Project reference: QREN SI&DT 38798.
-
2013 - 2016 Erasmus Mundus Scholarship
34-month grant for doing PhD at University of Algarve.