I am a highly driven engineer, thriving on challenging projects that allows leveraging my multi-disciplinary expertise. With a solid background in AI, Computer Engineering, and Mathematics, I possess extensive knowledge spanning Deep Learning, Bayesian Statistics and Signal Processing, Computer Graphics, and Digital/Analog Electronics. I specialize in developing multi-disciplinary solutions with attention to detail; from high-performance programming for real-time image rendering in Dassault Systems, to creating a stand-alone hardware+software vision-based safety system for train drivers, and a track-exact railway digital twin for operations optimization in LogicX GmbH. For the last few years, I have fused my experience in AI and computer engineering with finance to create a market-neutral automated trading.…

Alireza Ghane

I am a highly driven engineer, thriving on challenging projects that allows leveraging my multi-disciplinary expertise. With a solid background in AI, Computer Engineering, and Mathematics, I possess extensive knowledge spanning Deep Learning, Bayesian Statistics and Signal Processing, Computer Graphics, and Digital/Analog Electronics. I specialize in developing multi-disciplinary solutions with attention to detail; from high-performance programming for real-time image rendering in Dassault Systems, to creating a stand-alone hardware+software vision-based safety system for train drivers, and a track-exact railway digital twin for operations optimization in LogicX GmbH. For the last few years, I have fused my experience in AI and computer engineering with finance to create a market-neutral automated trading.…

Available to hire

I am a highly driven engineer, thriving on challenging projects that allows leveraging my multi-disciplinary expertise. With a solid background in AI, Computer Engineering, and Mathematics, I possess extensive knowledge spanning Deep Learning, Bayesian Statistics and Signal Processing, Computer Graphics, and Digital/Analog Electronics. I specialize in developing multi-disciplinary solutions with attention to detail; from high-performance programming for real-time image rendering in Dassault Systems, to creating a stand-alone hardware+software vision-based safety system for train drivers, and a track-exact railway digital twin for operations optimization in LogicX GmbH. For the last few years, I have fused my experience in AI and computer engineering with finance to create a market-neutral automated trading.

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Language

English
Fluent
German
Intermediate
Persian
Fluent

Work Experience

CTO and Lead AI/Software Architect at LogicX Fintech GmbH
September 1, 2024 - Present
As the CTO and Lead AI/Software Architect at LogicX FinTech GmbH, I spearheaded the development of a sophisticated mid-frequency trading system focused on market-making strategies. My role was pivotal in ensuring the system's design and execution met the high standards required for success in competitive trading environments. I designed and developed a high-performance tick-exact trading simulator to explore various models and strategies. I also created a fail-safe real-time execution environment with a data gathering and pre-processing pipeline, utilizing skills in REST API, Algorithm Design, C++, and Data Visualization.
Software Engineer at Dassault Systems; 3DExcite
January 1, 2016 - January 1, 2017
Part of development team for the Stellar Image Rendering Software, adding features to the Ray-tracer engine.

Education

Master of Science at Simon Fraser University
September 1, 2010 - January 1, 2013
Thesis: The effect of reordering multi-dimensional array data on CPU cache utilization; As part of Graphics, Usability and Visualization lab (GrUVi)
Master of Science at Sharif University of Technology
September 1, 2005 - August 31, 2007
Thesis: Video error concealment for H.264 CODEC over wireless networks; As part of Digital Media Lab (DML)
Bachelor of Science at Sharif University of Technology
September 1, 2001 - August 31, 2005
Thesis: Multimedia retrieval using Mpeg-7 descriptors;

Qualifications

Add your qualifications or awards here.

Industry Experience

Computers & Electronics, Gaming, Software & Internet, Financial Services, Telecommunications
    paper Automatic Crypto Trading
    As the CTO and Lead Software Architect at LogicX FinTech GmbH, I spearheaded the development of a sophisticated mid-frequency trading system focused on market-making strategies. My role was pivotal in ensuring the system's design and execution met the high standards required for success in competitive trading environments. I designed and developed a high-performance tick-exact trading simulator to explore various models and strategies. I also created a fail-safe real-time execution environment with a data gathering and pre-processing pipeline, utilizing skills in REST API, Algorithm Design, C++, and Data Visualization.…
    paper Railway Digital Twin
    Problem: The Austrian Railway needed a tool to analyze future infrastructure and operational policies for the next 2 to 10 years. Due to the vast number of random variables, traditional methods would requires exponentially large resources with respect to the number of included random variables. My Contribution As Chief R&D Engineer, I designed the data models and the simulation framework. I reduced the complexity by modeling data access and simulation services as unique micro-services, accessible by different agents in the system. The stochastic complexity was resolved using a Bayesian graphical model and intelligent timing scheme for track-exact train simulation. The idea behind the time management scheme was borrowed from electronics simulation software, using a combination of discrete times and trigger mechanisms. The project was partially supported by grant from Vienna Business Agency. Main customer was Austrian Railway.…
    paper Optical Asset Recognition for Rail Infrastructure
    Created a mobile app to support rail maintenance engineers and improve rail infrastructure asset databases. The app featured generic object detection, classification, and parameter definition, with real-time recognition and quality assurance in various lighting and weather conditions.…
    paper Optical Support System for Train Drivers
    Our system was designed to ensure train safety by providing real-time visibility from 1 meter to 600 meters distance along the curved tracks in any weather condition. All parts, from the mechanical and vision hardware to AI models and the logic software were developed by our team. Best performance in ÖBB Pilot Challenge in competition with Siemens and Bombardier];…
    paper Switch Predictive Maintenance for Railway
    Converted sensor readings into actionable insights for rail infrastructure managers to reduce maintenance costs and improve asset availability. The system reused existing sensor data and demonstrated high prediction precision, reducing false predictions significantly compared to native systems. We have provided both automatic warning system as well as a visualization framework for the technicians to analyze. Our system could provide up to 2 weeks advance notice for switch failures in the rail network.…

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