Amir Masoud Sefidian Email & Phone Number

Berlin, DE

Berlin, Germany

- Designed and implemented a deep learning-powered audio source separation web application that enables users to separate a song into high-quality audio stems in less than one minute instead of manual and imperfect conventional methods.- Established Sefidian Academy, with 12K+ monthly users, dedicated to explaining concepts in machine learning and related.

(Formerly ParticleB.ai)Worked on different components of an AI-based Algorithmic Trading System:– Reduced the runtime of the walk-forward optimization process by 83% by developing "A walk-forward optimization framework for algorithmic trading strategies on cloud architecture".– Implemented a parameter optimization service that periodically finds optimal.

• Developed a system that gives insights into the metrics of an organization using ML algorithms. It integrates metrics of an organization as time series and then performs analytical tasks such as prediction.
• Created reports and visualizations to summarize and communicate the findings of data analysis to stakeholders.
• Implemented customized machine learning algorithms to predict future trends and outcomes based on historical data such as product demand.
• Tracked key performance indicators (KPIs), including customer satisfaction, product sales, and packaging costs, over time to identify trends and areas for improvement.

• Built several AI-based services using PyTorch: – Automatic Image Captioning service by training an Encoder(CNN)-Decoder(LSTM) network on the MS COCO dataset. – Facial Keypoint Detection service that recognizes.
• Designed and launched a web application to efficiently manage 40K+ appointments, 9K+ transactions, and 4K+ users at an institution.
• Proposed and developed three novel missing value imputation approaches in the field of data preprocessing using machine learning.

Full-Stack Web Developer, Software Quality Assurance, and Control Tester

C/C++ Developer for AVR Microcontrollers

Master'S Degree, Computer Software Engineering, Gpa: 4.0/4.0

Thesis: "Improving missing value estimation and inconsistencies detection using data partitioning techniques" First rank in the class.

Bachelor Of Science (B.Sc.), Computer Software Engineering, Gpa: 3.96/4.0

Thesis: Designing an online consultation system. First rank in the class.

High School Diploma, Mathematics & Physics, Gpa: 19.75/20

First rank in the class