- Nozhan CompanyDATA SCIENTIST & BACK-END DEVELOPERJanuary 2020 - January 2023 (3 years)A multidisciplinary software company where I developed machine learning models, optimized ETL processes, designed backend solutions, and engineered efficient algorithms for diverse applications.• Built and optimized predictive models (e.g., XGBoost, Random Forest), reducing MSE by 15% through advanced data preprocessing techniques• Implemented and deployed machine learning workflows for vaccine efficacy prediction, achieving 90% precision and a high F1-score• Enhanced ETL processes by integrating diverse datasets to streamline analysis and support data-driven decision making• Designed a backend solution for an e-commerce platform, optimizing database performance and reducing server response times by 30%• Engineered modular pricing algorithms for a fast-food application, reducing computational overhead by 30% and improving processing speed by 25%.
- Aram Bonyan CompanyFINANCIAL RISK ANALYST & CONSULTING ENGINEERJanuary 2015 - January 2020 (5 years)A construction engineering firm where I performed statistical risk analysis, cost optimization, and workflow enhancements to improve efficiency and reliability.• Conducted comprehensive risk analyses and statistical testing to improve component reliability.• Delivered insights that led to an 8% reduction in project costs, ensuring budget compliance and operational safety.• Partnered with clients to refine risk assessment frameworks, leading to the identification of key vulnerabilities and enhancing project workflows that improved task completion time by an average of 15 hours per month
- Master of EngineeringUniversity of Genoa2023MSC. Computer Science