Md Zahidul Islam
I am a Machine Learning Engineer with 10+ years of experience developing scalable AI solutions across academia, industry, and research. I specialize in deep learning, spatiotemporal modeling, and AI agent development.
About
I am a Machine Learning Engineer with 10+ years of experience developing scalable AI solutions across academia, industry, and research. I specialize in deep learning, spatiotemporal modeling, and AI agent development. I have a proven track record deploying LLM-powered agents, optimizing ML models, and building robust MLOps pipelines. I excel at collaborating with cross-functional teams to deliver production-ready solutions in environmental and industrial domains.
I enjoy leading end-to-end ML projects, from problem formulation to model deployment and monitoring, and I am passionate about explainability, fairness, and practical impact of AI in real-world settings.
- 11 years' experience
- Joined November 2025
Skills· 18
Languages
- EnglishFluent
- BengaliAdvanced
Industry experience
- Software & Internet
- Healthcare
- Education
- Energy & Utilities
- Manufacturing
- Media & Entertainment
Work experience· 5 roles
Analyzed and optimized API performance; built optimized data pipelines to ingest data from FTP servers to remote GIS databases; developed APIs to access data from multiple sources; drove AI/ML developments in meta-prediction settings.
Leading development of AI agents to interact with databases for natural language customer queries; optimizing air-quality forecasting models; integrating deep neural networks (ConvLSTM) for time series; developing Gaussian puff models for pollutant source identification; optimizing LLM and token performance.
Led integration of Deep Neural Networks, Graph Neural Networks, and Time Series modeling to enhance supply chain resilience and forecast road closures from multi-modal features; performed spatio-temporal species abundance estimation with GNNs and RNNs for Crown-of-Thorns starfish; forecast endangered species management costs; mentored staff in DL solutions.
Education
Certifications and awards
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