Ghasem Akbari
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Ghasem Akbari Email & Phone Number

Machine Learning Developer (On-site) at VisaPick
Location: Iran, Islamic Republic of 11 work roles 3 schools
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Role
Machine Learning Developer (On-site)
Location
Iran, Islamic Republic of
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Ghasem Akbari is listed as Machine Learning Developer (On-site) at VisaPick, a with 37 employees, based in Iran, Islamic Republic of. AeroLeads shows a matched LinkedIn profile for Ghasem Akbari.

Ghasem Akbari previously worked as Data Scientist (NLP Specialist) at Visapick and Machine Learning Developer (Remote) at Behin Fannavar Amaad Hooshmand (Baho) Co.. Ghasem Akbari holds Doctor Of Philosophy (Ph.D.), Turbulence, Turbomachinery, Particle Image Vlocimetry (Piv) from Amirkabir University Of Technology - Tehran Polytechnic.

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About Ghasem Akbari

๐‹๐จ๐จ๐ค๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐š ๐ฉ๐จ๐ฌ๐ญ๐๐จ๐œ/๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐Ÿ๐ž๐ฅ๐ฅ๐จ๐ฐ ๐ฉ๐จ๐ฌ๐ข๐ญ๐ข๐จ๐ง ๐ข๐ง ๐ญ๐ก๐ž ๐Ÿ๐ข๐ž๐ฅ๐ ๐จ๐Ÿ ๐๐š๐ญ๐š ๐ฌ๐œ๐ข๐ž๐ง๐œ๐ž ๐ข๐ง ๐Ÿ๐ฅ๐ฎ๐ข๐ ๐๐ฒ๐ง๐š๐ฆ๐ข๐œ๐ฌ ๐จ๐ซ ๐ž๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐š๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌโ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„โ–€โ–„An experienced experimentalist and a skilled data scientist/analyst in the field of engineering/medical applications, particularly concerning fluid dynamics applications. Skilled in implementation of various supervised/unsupervised deep learning architectures (CNNs, RNNs, GANs, auto-encoders, etc) for purposes such as data reconstruction/imputation, super-resolution, anomaly detection, fault diagnosis, predictive maintenance and computer vision. Experienced in development of knowledge-based chatbots, relying on document embedding, vector-space similarity search and sentence transformer models. A collaborator with the Advanced Anemometry Lab. in Amirkabir University of Technology with a focus on data-driven/physics-informed modeling and prediction of flow characteristics relying on experimental studies and deep learning methodology. ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ:โ–บ Skilled in numerical analysis, computational fluid dynamics and data analysis using Python, MATLAB, C++ or Fortran๐„๐ฑ๐ฉ๐ž๐ซ๐ข๐ฆ๐ž๐ง๐ญ๐š๐ฅ ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ:โ–บ Stereoscopic Particle Image Velocimetry (SPIV) and Laser Doppler Anemometry (LDA)โ–บ Design and development of experimental setupโ–บ Uncertainty analysis, data post-process and visualization๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐’๐ค๐ข๐ฅ๐ฅ๐ฌ:โ–บ Database management (SQL)โ–บ Classic machine learning algorithms (MLP; SVM; decision tree; random forrest; etc.)โ–บ Deep learning (FCNNs; CNNs; RNNs; GANs; Auto-encoders; RBM)โ–บ Clustering (K-means; Hierarchical clustering; DBSCAN)โ–บ Reinforcement Learningโ–บ Data analytics and Machine learning in python (Numpy, Pandas, Scipy, Scikit-learn)โ–บ Deep learning in python (Keras, TensorFlow, PyTorch)โ–บ Natural Language Processing (Encoder-Decoder Models; Attention Models; Transformers; Embedding models; NER)โ–บ Computer Vision (OpenCV, TensorFlow, PyTorch)โ–บ Data visualization (Tableau; Matplotlib, Seaborn)๐†๐ข๐ญ๐‡๐ฎ๐› ๐ฅ๐ข๐ง๐ค:https://github.com/gsmkbr

Current workplace

Ghasem Akbari's current company

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VisaPick
Visapick
Machine Learning Developer (On-site)
Iran
Website
Employees
37
AeroLeads page
11 roles

Ghasem Akbari work experience

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Machine Learning Developer (On-Site)

Data Scientist (Nlp Specialist)

Iran

Machine Learning Developer (On-Site)

Qazvin, Qazvin Province, Iran

Responsibility: Development of retrieval augmented generation (RAG) chatbot; Engagement in implementation of AI-based PTE exam simulator; Participated in development of an AI-generated dictionary serviceKey activities: Natural language processing; Voice recognition and analysis; Document embedding and vector-based similarity search; Text generation by sentence transformers and sequential models; AI-based scoring of speaking and writing tasks in PTE exam

Machine Learning Developer (Remote)

Behin Fannavar Amaad Hooshmand (Baho) Co.

Tehran, Tehran Province, Iran

Responsibility: Developed retrieval augmented generation (RAG) chatbot; Design of knowledge base software (in progress)Key activities: Design of knowledge management system; implementation of search engine; AI chatbot) (in progress)

Assistant Professor

Qazvin, Iran

Graduate Teaching Experiences: Turbulent Flows; Convective Heat transfer; Advanced Mathematics; Advanced Numerical Analysis; Approximate methods in Heat and Fluid FlowUndergraduate Teaching Experiences: Fluid Dynamics (Theoretical and Experimental); Computer Programming; Heat Transfer; Engineering Thermodynamics; Turbomachinery; Internal Combustion Engines; Engineering Drawing

Deputy Dean For Education

Qazvin, Iran

As a leadership in advancing the faculty education mission for under-graduate and post-graduate programs

Deputy Dean For Research

Qazvin, Iran

As a leadership in advancing the faculty research mission, organization of research-related events and postgraduate programs

Oct 2012 - Sep 2020

Machine Learning Mentor (Advanced Anemometry Lab.)

Tehran, Iran

As a data scientist and research collaborator in the Advanced Fluid Dynamics Lab. in AUT, I have supervised/co-supervised several graduate students, with a focus on data-driven and physics-informed modeling/analysis/prediction of turbulent flows relying on experimental studies and artificial intelligence methods. I am skilled in implementation of various deep learning architectures for purposes such as data reconstruction/imputation, super-resolution, anomaly detection, fault diagnosis and prognosis, and time series prediction. I have also collaborated in three funded industrial projects.

Machine Learning Consultant

Tehran Province, Iran

Responsibility: Gas turbine tuning at off-design condition using artificial neural networkFeatures: Collaborated in modeling gas turbine characteristic maps at off-design condition by ANN; Brainstorming and consultation

Nov 2020 - Dec 2021

Data Analyst

Qazvin, Qazvin Province, Iran

Responsibility: Anomaly detection and classification of usersโ€™ consumption behavior in the natural gas network of Qazvin province to propose enhanced consumption plansFeatures: Identified gas consumption bottlenecks in Qazvin province through anomaly detection and classification of usersโ€™ consumption behaviour; Analysed and clustered SQL data of gas consumption at different sectors of the province; Forecasted seasonal time series data based on SARIMA and suggested optimal consumption plans for future

Sep 2010 - Dec 2011
3 education records

Ghasem Akbari education

Doctor Of Philosophy (Ph.D.), Turbulence, Turbomachinery, Particle Image Vlocimetry (Piv)

Passed Courses: Turbulent Flows; Large Eddy Simulation; Boundary Layers; Advanced Hydraulics; Parallel Processing; Direct Energy.

Bachelor'S Degree, Mechanical Engineering (Solid Design)

GPA of courses: 18.07/20 Thesis Title: Investigation of Heating and Air-Conditioning Systems and Design of both Heating-Cooling.

FAQ

Frequently asked questions about Ghasem Akbari

Quick answers generated from the profile data available on this page.

What company does Ghasem Akbari work for?

Ghasem Akbari works for VisaPick.

What is Ghasem Akbari's role at VisaPick?

Ghasem Akbari is listed as Machine Learning Developer (On-site) at VisaPick.

Where is Ghasem Akbari based?

Ghasem Akbari is based in Iran, Islamic Republic of while working with VisaPick.

What companies has Ghasem Akbari worked for?

Ghasem Akbari has worked for Visapick, Behin Fannavar Amaad Hooshmand (Baho) Co., Qazvin Islamic Azad University, Amirkabir University Of Technology - Tehran Polytechnic, and Turbotec.

How can I contact Ghasem Akbari?

You can use AeroLeads to view verified contact signals for Ghasem Akbari at VisaPick, including work email, phone, and LinkedIn data when available.

What schools did Ghasem Akbari attend?

Ghasem Akbari holds Doctor Of Philosophy (Ph.D.), Turbulence, Turbomachinery, Particle Image Vlocimetry (Piv) from Amirkabir University Of Technology - Tehran Polytechnic.

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