Kaleem B

Machine Learning Engineer

Sidera Ictease • Full time

Mar 2023 - Present • 3 yrs 2 mos

I currently work as a Machine Learning Engineer delivering end-to-end AI solutions for real-world applications. My responsibilities included problem formulation, data preparation, model training and fine-tuning, evaluation, and deployment. I developed and integrated AI systems across computer vision, NLP, speech processing, recommender systems, and time-series analysis. Projects included real-time computer vision for retail analytics, food portion estimation from images, retrieval-augmented generation (RAG) systems for document analytics, and meeting intelligence platforms combining speech recognition and speaker diarization. I collaborated closely with product and software teams to deliver scalable, production-ready ML pipelines with clean, well-documented code.

Software Developer

Reply • Full time

Aug 2021 - Mar 2023 • 1 yr 7 mos

I worked as a Software Engineer developing enterprise-grade applications in regulated environments. My role involved designing and delivering web applications and backend services, collaborating with cross-functional teams to translate business requirements into technical solutions. I built and maintained applications using Java, REST APIs, and SQL Server, focusing on performance, security, and reliability. I also automated deployment and maintenance workflows, improved database performance, and implemented authentication and access control mechanisms following enterprise best practices. This experience strengthened my ability to build scalable systems and integrate AI solutions into production software.