Ronald Kalani
I'm Ronald Kalani, an AI/ML Engineer with 4+ years of experience building intelligent systems, data pipelines, predictive models, and end-to-end analytics platforms across public health, education, logistics,…
About
I’m Ronald Kalani, an AI/ML Engineer with 4+ years of experience building intelligent systems, data pipelines, predictive models, and end-to-end analytics platforms across public health, education, logistics, compliance, and quality engineering. I design and implement ML solutions that improve user experience, from personalized recommendations to intelligent search and automated insights, while staying focused on data-driven decision workflows.
I’m proficient in Python, TensorFlow, PyTorch, scikit-learn, NLP, cloud deployment, and building interactive AI-powered applications using Streamlit and REST APIs. I value clear documentation, strong communication, and project leadership. I’m starting a Master of Science in Artificial Intelligence at the University of Ottawa in January 2026 to deepen my expertise in deep learning, NLP, and cloud-based AI systems.
- 5 years' experience
- Joined November 2025
Industry experience
- Education
- Healthcare
- Manufacturing
- Software & Internet
- Professional Services
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Work experience
Design & development of end-to-end AI systems and pipelines using Python, TensorFlow, PyTorch, and scikit-learn. Built personalized content recommendations and NLP classifiers; implemented Retrieval-Augmented Generation (RAG) pipelines using FAISS for contextual responses. Architected modular models for real-time inference on dashboards and education tools. Deployed models on Azure OpenAI, AWS EC2, and GCP with Docker; established CI/CD via GitHub Actions. Ensured data privacy and security, produced model cards and data dictionaries, and provided clear progress updates to stakeholders.
Education
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