AI Researcher & Developer

Building the Future with AI & Research

I'm Mehdi Houshmand, a software developer pursuing an industrial PhD in Computer Science. I combine cutting-edge research with real-world applications, focusing on AI, machine learning, and innovative technology solutions.

Publications

Open Source Apps

Years Experience

Projects Completed

What I Do

Exploring the intersection of AI, research, and practical applications

Research & Publications

Publishing cutting-edge research in AI, computer vision, and multimedia systems

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AI Applications

Developing innovative AI solutions for sports analytics and social media

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Web Development

Creating modern, responsive web experiences and interactive interfaces

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Innovation

Pushing boundaries in machine learning, computer vision, and data science

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Apps

SoccerSum

Multimodal AI-Based Summarization and Storytelling for Soccer on Social Media

Open source software
View on GitHub
PlayerTV

Creating Player-Specific Soccer Highlight Clips with PlayerTV

Open source software
View on GitHub
SmartCrop

AI-Based Cropping of Soccer Videos

Closed source software
Prices at Forzasys

Publications

2024 AI-Based Cropping of Ice Hockey Videos for Different Social Media Representations

Journal of IEEE Access - DOI:10.1109/ACCESS.2024.3449152

Authors: Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Cise Midoglu, Saeed Shafiee Sabet, Dag Johansen, Michael A. Riegler and Pål Halvorsen
2024 Multimodal AI-Based Summarization and Storytelling for Soccer on Social Media

15th ACM Multimedia Systems Conference, in Bari, Italy - DOI:10.1145/3625468.3652197

Authors: Mehdi Houshmand Sarkhoosh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet, and Pål Halvorsen
2024 The SoccerSum Dataset for Automated Detection, Segmentation, and Tracking of Objects on the Soccer Pitch

15th ACM Multimedia Systems Conference, in Bari, Italy - DOI:10.1145/3625468.3652180

Authors: Mehdi Houshmand Sarkhoosh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet and Pål Halvorsen
2024 SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset

preprint on arXiv - DOI:10.48550/arXiv.2405.07354

Authors: Sushant Gautam, Mehdi Houshmand Sarkhoosh, Jan Held, Cise Midoglu, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen and Mubarak Shah
2024 AI-Based Cropping of Soccer Videos for Different Social Media Representations

30th International Conference on Multimedia Modelling in Amsterdam, Netherlands - DOI:10.1007/978-3-031-53302-0_22

Authors: Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler and Pål Halvorsen
2024 SmartCrop-H: AI-Based Cropping of Ice Hockey Videos

15th ACM Multimedia Systems Conference, in Bari, Italy - DOI:10.1145/3625468.3652195

Authors: Mohammad Majidi, Mehdi Houshmand Sarkhoosh, Cise Midoglu, Saeed S. Sabet, Tomas Kupka, Dag Johansen and Pål Halvorsen
2024 AI-Based Cropping of Sport Videos using SmartCrop

International Journal of Semantic Computing - DOI:10.1142/S1793351X24450028

Authors: Sayed Mohammad Majidi Dorcheh, Mehdi Houshmand Sarkhoosh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler and Pål Halvorsen
2024 PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips

preprint on arXiv - DOI:10.48550/arXiv.2407.16076

Authors: Håkon Maric Solberg, Mehdi Houshmand Sarkhoosh, Sushant Gautam, Saeed Shafiee Sabet, Pål Halvorsen and Cise Midoglu
2024 AI-Based Sports Highlight Generation for Social Media

MHV 2024 ACM Mile High Video in Denver, USA - DOI:10.1145/3638036.3640799

Authors: Cise Midoglu, Saeed Shafiee Sabet, Mehdi Houshmand Sarkhoosh, Mohammad Majidi, Sushant Gautam, Håkon Maric Solberg, Tomas Kupka and Pål Halvorsen
2023 SmartCrop: AI-Based Cropping of Soccer Videos

25th IEEE International Symposium on Multimedia in California, USA - DOI:10.1109/ISM59092.2023.00009

Authors: Sayed Mohammad Majidi Dorcheh, Mehdi Houshmand Sarkhoosh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler and Pål Halvorsen
2023 Soccer on Social Media

Comparative Analysis of Social Media Strategies Used by European Soccer Leagues and Teams, preprint on arXiv - DOI:10.48550/arXiv.2310.12328

Authors: Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet and Pål Halvorsen
2018 Development of an advanced two dimensional structural models for the study of smart wing

3rd International Conference on Mechanical & Aerospace Engineering - K.N.Toosi University of Technology - DOI:civilica.com/doc/788903

Authors: Mehdi Houshmand Sarkhoosh, Armen Ademian, Amirali Tabatabaei
2018 Evaluating the effect of irrigation with treated wastewater on vegetation (case study of the sewage treatment plant of SAIPA Automobile Company)

The 8th National Conference & Exhibition on Environmental Engineering - University of Tehran - DOI:civilica.com/doc/529214

Authors: Afshin Houshmand Sakhoosh, Mehdi Houshmand Sarkhoosh

Experience

8/2023 – Now Developer Forzasys AS, Oslo Norway
- As a Developer, I specialized in AI and machine learning model development, focusing on creating innovative solutions for complex data analysis and predictive analytics. My expertise extended to computer vision, where I designed and implemented algorithms for image and video processing, enhancing decision-making processes. Additionally, I was responsible for developing and maintaining robust APIs, facilitating seamless integration of AI functionalities into various systems and platforms.
- Skills: AI / Computer Vision / Machine Learning Models / API Development
6/2023 – 8/2023 AI & ML Summer Internship Forzasys AS, Oslo Norway
- During my AI & ML Summer Internship, I gained hands-on experience in artificial intelligence and machine learning, contributing to research and development projects while learning advanced techniques in data analysis and algorithm design. This role provided valuable insights into practical AI and ML applications, enhancing my skills in predictive modeling and intelligent system development.
- Skills: AI / Computer Vision / Machine Learning Models / API Development
9/2023 – 1/2024 Teaching Assistant - MEK1000 Mathematics 1000 Oslo Metropolitan University, Oslo Norway
- As a Teaching Assistant for Matematikk 1000 at Oslo Metropolitan University, I focused on guiding students through complex mathematical concepts, including the use of derivatives in dynamical systems, integrals in calculating quantities, and the application of numerical methods for solving equations. My role also involved teaching analytical methods for derivatives and antiderivatives, numerical approximations, optimization techniques, and the implementation of algorithms in mathematical problem-solving.
- Skills: Differential Equations / Numerical Analysis / Mathematical Optimization
1/2023 – 5/2023 Teaching Assistant - DAVE3705 Mathematics 4000 Oslo Metropolitan University, Oslo Norway
- In the role of Teaching Assistant for Mathematics 4000, I provided comprehensive academic support to students, focusing on advanced topics like ordinary and partial differential equations, Laplace transforms, and Fourier series. This position entailed both classroom assistance and external support, ensuring students' thorough understanding of complex mathematical concepts and effective application of analytical skills.
- Skills: ODEs & PDEs / Fourier Analysis / Laplace Transforms
2015 – Now Freelance Web Developer AOTW
- As a Freelance Web Developer, I specialized in creating and modifying visually appealing and user-friendly websites, with a particular focus on WordPress plugin development to enhance site functionality. My role involved collaborating with clients to tailor solutions, ensuring optimal website performance and compatibility across different browsers and devices.
- Skills: WordPress Theme Development / WordPress Plugin Development / PHP / JavaScript

Contact Me

Fill out the form on mehdi.cam/contact

Publications

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Softwares

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Web Design

Explore my portfolio and all the projects I have done in web design by visiting my web design portfolio.

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Research Interests

Artificial Intelligence (AI) in Sports and Healthcare
Automatic Speech Recognition (ASR) Technologies
Deep Learning for Natural Language Processing (NLP)
Machine Learning Algorithms for Predictive Analytics
Computer Vision and Image Processing

Mehdi Houshmand

Building the Future with AI & Research

What I Do

Research & Publications

AI Applications

Web Development

Innovation

Apps

SoccerSum

PlayerTV

SmartCrop

Publications

2024 AI-Based Cropping of Ice Hockey Videos for Different Social Media Representations

2024 Multimodal AI-Based Summarization and Storytelling for Soccer on Social Media

2024 The SoccerSum Dataset for Automated Detection, Segmentation, and Tracking of Objects on the Soccer Pitch

2024 SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset

2024 AI-Based Cropping of Soccer Videos for Different Social Media Representations

2024 SmartCrop-H: AI-Based Cropping of Ice Hockey Videos

2024 AI-Based Cropping of Sport Videos using SmartCrop

2024 PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips

2024 AI-Based Sports Highlight Generation for Social Media

2023 SmartCrop: AI-Based Cropping of Soccer Videos

2023 Soccer on Social Media

2018 Development of an advanced two dimensional structural models for the study of smart wing

2018 Evaluating the effect of irrigation with treated wastewater on vegetation (case study of the sewage treatment plant of SAIPA Automobile Company)

Experience

Contact Me

Publications

Softwares

Web Design

Also take a look at:

Research Interests