BinaryLang

Full Stack Engineer

System Limited • Full-time

Dec 2022 - Present • 3 yrs 7 mos

Developed and maintained AI/ML-powered web applications by integrating machine learning models into scalable frontend and backend systems. Built and consumed RESTful APIs to connect web applications with AI/ML services for prediction, classification, recommendation, and data processing tasks. Worked on data preprocessing, feature extraction, and model input preparation to improve the performance and accuracy of ML pipelines. Assisted in training, testing, and evaluating machine learning models using structured and unstructured datasets. Integrated AI features such as intelligent search, automation, text processing, predictive analysis, and recommendation logic into web platforms. Collaborated on model deployment workflows, ensuring smooth integration of trained models into production-ready applications. Optimized backend performance for AI-driven operations, including handling large datasets, asynchronous processing, and response-time improvements. Designed and maintained database structures to support ML-related data storage, inference logs, and analytical reporting. Worked with cross-functional teams to translate business requirements into AI-enabled technical solutions. Contributed to debugging, performance tuning, and stability improvements for both ML services and full stack web applications.