Experience

Mawari

• United States
• Technology, Information and Internet
• 1 - 100 Employee

• Full Stack Engineer

  • Sep 2023 - Present



Quantum Growth Advisors

• Canada
• Financial Services
• 1 - 100 Employee

• Software Engineer & Machine Learning Engineer

  • Feb 2022 - Sep 2023

  ➞ Redefine email marketing strategy by developing an AI-driven email validation and prospecting toolusing Python, LangChain and ASP.NET Core, resulting in a 80% boost in email delivery success rate➞ Design and implement a high-performance news API using Python, C#, and PostgreSQL capableof searching 300k+ news sources, achieving a matching accuracy rate of 95% within milliseconds.Incorporated distributed processing techniques to handle vast data sets, and provide real-timesearch results➞ Manage the full life cycle of a machine learning project: from fine-tuning language models for data extraction, using techniques like ReACT and CoT to improve prompt performance, to implementing APIs using Ray.io for serving models, enhancing both efficiency and precision Show less

• Back End Developer

  • May 2021 - Feb 2022

  ➞ Enhanced deployment processes by implementing a CI/CD pipeline using Azure DevOps and Dockercontainers reducing rollback times and boosting deployment frequency➞ Built an interactive front-end with React.js and Redux, integrating real-time search functionalitythat sharply reduced data retrieval times by 50%➞ Integrated multiple third-party APIs using C# and Python into financial analytics system to providereal-time stock market data and the latest news to make informed investment decisions Show less



Biomotion Lab

• Toronto, Ontario, Canada

• Software Developer

  • Apr 2020 - Dec 2020

  ➞ Developed a networking library in C# for multiplayer gaming in VR that optimized packet routing efficiency by 30%. The enhancement facilitated real-time data transfer across the network, significantly improving performance in high-traffic scenarios ➞ Architected a modular C# scripting system within the Unity framework, serving as a foundation for swift VR prototyping across a variety of research contexts. This system’s efficiency cut down the new experiment development cycle by a notable 45%, driving faster innovation in the lab ➞ Revamped the legacy codebase to fit a microservices architecture on GCP, making the application more modular, easier to manage, and reducing deployment times from hours to minutes Show less



Johnson Lab

• Toronto, Ontario, Canada

• Software Developer

  • Sep 2017 - Apr 2020

  ➞ Developed an advanced machine learning model using Python and scikit-learn to predict DNA sequence characteristics, leading to a 30% improvement in successful sequence assembly ➞ Implemented an innovative method using JavaScript and Three.js for3Dvisualization of biomolecules, enabling researchers to interactively conduct real-time simulations and study intricate molecular interactions ➞ Developed an advanced machine learning model using Python and scikit-learn to predict DNA sequence characteristics, leading to a 30% improvement in successful sequence assembly ➞ Implemented an innovative method using JavaScript and Three.js for3Dvisualization of biomolecules, enabling researchers to interactively conduct real-time simulations and study intricate molecular interactions