Siam A

ML engineer

Upwork • Freelance

Jan 2025 - Present • 1 yr 4 mos

Siam Al Qureshi | ML & Full-Stack Software Engineer As a Software Developer and ML Engineer with a B.Sc. in Computer Science and Engineering from North South University (NSU), I specialize in developing intelligent, data-driven solutions and high-performance web applications. My approach combines rigorous academic foundations with practical experience in building scalable systems and advanced machine learning models. Core Expertise: AI & Machine Learning: I design and deploy high-accuracy predictive systems, such as a Dengue Outbreak Prediction System using real-time API integration and an IEEE 14-bus transmission line fault detection and localization system utilizing ensemble learning (XGBoost, DNN). Full-Stack Development: I am proficient in Python, SQL, and Oracle APEX, with a focus on creating robust backend architectures and seamless user experiences. Data Science: I have extensive experience in building multi-modal models for diverse applications, including FMCG product recommendation and fabric defect detection. Technical Optimization: I possess a deep understanding of hardware and software performance, specializing in optimizing environments for high-performance computing and competitive gaming. What I Offer: Custom AI Development: Specialized in predictive analytics, time-series forecasting, and automated data pipelines. End-to-End Web Solutions: From database design to full-stack implementation, ensuring your application is both scalable and efficient. Data-Driven Insights: Transforming complex datasets into actionable business intelligence through advanced modeling and visualization. I am a dedicated professional who values precision, optimization, and real-world impact. Whether you need a sophisticated machine learning model or a high-performance web application, I am here to turn your technical challenges into efficient, automated solutions.