Work Experience

Pioneering GNN-powered search technologies as a founding team member. Leading research on Graph Neural Networks with breakthrough methods that have outperformed all state-of-the-art approaches in GNN explanation, published at top-tier venues including ECCV and NeurIPS. Developing novel algorithms and frameworks for next-generation search systems.

Developed multi-agent AI systems leveraging OCR and LLM-based question-answering to extract engineering parameters from unstructured documents. Successfully transformed complex technical documentation into structured JSON format using advanced inferential reasoning algorithms, creating a scalable proof-of-concept demo for document processing automation.

Developed groundbreaking clinical study using GNN explanation methodologies to identify causal factors in mild cognitive impairment progression to dementia. Collaborated with world-renowned expert Dr. Ronald C. Petersen, resulting in publication at IEEE BIBM 2024. Applied temporal patient data analysis including chronic diseases, biomarkers, and genetic information.

Established and led the machine learning-driven data science division at Iran's largest industrial group with 100+ subsidiaries. Built scalable ML infrastructure and analytics capabilities across the entire organization, transforming data-driven decision-making processes and implementing enterprise-level AI solutions.

Developed comprehensive digital identification process product as a third-party solution for Fin-Tech regulatory compliance. Created end-to-end automated systems for identity verification and regulatory reporting, contributing to the company's regulatory technology infrastructure.

Developed advanced deep learning-based bearing fault detection software for real-time industrial diagnosis systems. Implemented machine learning algorithms to analyze raw sensor data, enabling predictive maintenance and reducing equipment downtime in large-scale steel manufacturing operations.

Founded Iran's first and most prominent Deep Learning/Neural Network teaching platform, pioneering AI education years before such resources became mainstream. Delivered 200+ hours of comprehensive instruction in Machine Learning and Data Mining using Python and R programming languages, establishing foundation for AI education in the region.