Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Strategic AI Engineer and PhD-qualified Computer Scientist specializing in the design and deployment of production-grade Agentic AI systems and LLM orchestration. I build multi-agent frameworks using the Microsoft Agent Framework (AI Studio) to tackle complex reasoning and data synthesis challenges. My work covers the full AI lifecycle, from architecting RAG pipelines and Text-to-SQL interfaces for PostgreSQL to implementing closed-loop evaluation metrics. With a problem-first philosophy proven in large-scale industrial environments (WesTrac, HVCCC), I integrate autonomous agents with external APIs and enterprise data lakes to drive measurable operational intelligence and scalable AI applications that bridge data to strategic outcomes.…Strategic AI Engineer and PhD-qualified Computer Scientist specializing in the design and deployment of production-grade Agentic AI systems and LLM orchestration. I build multi-agent frameworks using the Microsoft Agent Framework (AI Studio) to tackle complex reasoning and data synthesis challenges. My work covers the full AI lifecycle, from architecting RAG pipelines and Text-to-SQL interfaces for PostgreSQL to implementing closed-loop evaluation metrics. With a problem-first philosophy proven in large-scale industrial environments (WesTrac, HVCCC), I integrate autonomous agents with external APIs and enterprise data lakes to drive measurable operational intelligence and scalable AI applications that bridge data to strategic outcomes.

Mohammad Kashani

AI Engineer, Data Scientist, Developer, +2





Strategic AI Engineer and PhD-qualified Computer Scientist specializing in the design and deployment of production-grade Agentic AI systems and LLM orchestration. I build multi-agent frameworks using the Microsoft Agent Framework (AI Studio) to tackle complex reasoning and data synthesis challenges. My work covers the full AI lifecycle, from architecting RAG pipelines and Text-to-SQL interfaces for PostgreSQL to implementing closed-loop evaluation metrics. With a problem-first philosophy proven in large-scale industrial environments (WesTrac, HVCCC), I integrate autonomous agents with external APIs and enterprise data lakes to drive measurable operational intelligence and scalable AI applications that bridge data to strategic outcomes.…Strategic AI Engineer and PhD-qualified Computer Scientist specializing in the design and deployment of production-grade Agentic AI systems and LLM orchestration. I build multi-agent frameworks using the Microsoft Agent Framework (AI Studio) to tackle complex reasoning and data synthesis challenges. My work covers the full AI lifecycle, from architecting RAG pipelines and Text-to-SQL interfaces for PostgreSQL to implementing closed-loop evaluation metrics. With a problem-first philosophy proven in large-scale industrial environments (WesTrac, HVCCC), I integrate autonomous agents with external APIs and enterprise data lakes to drive measurable operational intelligence and scalable AI applications that bridge data to strategic outcomes.

Available to hire

Strategic AI Engineer and PhD-qualified Computer Scientist specializing in the design and deployment of production-grade Agentic AI systems and LLM orchestration. I build multi-agent frameworks using the Microsoft Agent Framework (AI Studio) to tackle complex reasoning and data synthesis challenges.

My work covers the full AI lifecycle, from architecting RAG pipelines and Text-to-SQL interfaces for PostgreSQL to implementing closed-loop evaluation metrics. With a problem-first philosophy proven in large-scale industrial environments (WesTrac, HVCCC), I integrate autonomous agents with external APIs and enterprise data lakes to drive measurable operational intelligence and scalable AI applications that bridge data to strategic outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Principal Consultant (Data Strategy & Solutions) at Independent Contractor

January 1, 2022 - Present

Leading custom solution development and advanced analytics initiatives for diverse clients. End-to-end business problem-solving: partnering with leadership to diagnose strategic challenges, defining the optimal data strategy, and delivering scalable solutions (from process automation to predictive modeling) that drive measurable operational improvements and tangible business value. Expertise spans complex data modeling, AI solution design, and BI reporting.

Autonomous Multi-Agent AI System at Personal Project

January 1, 2025 - Present

Developed an end-to-end agentic workflow to automate complex data retrieval and analysis tasks. Framework & Logic: Used the Microsoft Agent Framework and Python to create a hierarchical ‘Manager Agent’ that decomposes user queries into sub-tasks for specialized executors. Dynamic Data Plumbing: Implemented secure PostgreSQL connections enabling Text-to-SQL where agents autonomously generate, validate, and execute queries. Tool Integration: Built Python tools for document parsing (RAG) on PDFs and interaction with external RESTful APIs to fuse live web data with internal records. Validation & Metrics: Created a closed-loop assessment with Critic Agents to verify outputs against ground-truth data; metrics focused on retrieval precision and latency for production reliability.

Modelling Analyst at Hunter Valley Coal Chain Coordinator (HVCCC)

January 1, 2025 - Present

Enhanced the Coal Chain Simulator with optimization and queuing theory models for large-scale system simulation and scenario analysis. Improved real-time monitoring by ingesting GPS data to flag schedule non-compliance, identify constraints, and adjust parameters to reflect actual capacity. Resulted in improved strategic capacity planning and proactive intervention to reduce demurrage risk and boost overall network throughput.

Demand Analyst at WesTrac CAT

January 1, 2023 - December 31, 2024

Transitioned manual reporting to an automated Lakehouse structure within Microsoft Fabric. Engineered scalable data pipelines using Databricks to ingest maintenance data into Azure Data Lake Storage. Developed a real-time WIP reporting solution in Power BI with Star Schema modeling, enabling proactive S&OP alignment and improved machine delivery accuracy and customer satisfaction.

ML Consultant at BC 88 PTY LTD

January 1, 2022 - December 31, 2023

Designed and deployed a cloud-based microservice to automate ingestion and processing of machine results. Included RESTful APIs, optimized ML workflow, and CI/CD integration. Collaborated with the development manager using agile methods to accelerate deployment.

Data Scientist at Leica Geosystems Pty Ltd (Hexagon Mining)

January 1, 2022 - December 31, 2022

Focused on decarbonizing heavy machinery operations in NSW. Implemented ML-based solutions and advanced visualizations, including anomaly detection models to flag excessive CO2 emissions and optimization of truck haulage routes to reduce fuel usage, delivering actionable insights for sustainability initiatives.