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Arman Ghanchi

@armanghanchi

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AI/ML engineer building geospatial hazard models and predictive web apps.

India

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What I'm looking for

I want to apply AI/ML to real-world risk prediction and geospatial analytics, collaborating with teams to deliver interpretable models and user-friendly dashboards, with growth opportunities to move projects toward production.

I’m an AI/ML engineer focused on end-to-end model development for real-world risk prediction, especially in geospatial hazard analysis. In my AI/ML Intern role at BISAG-N, I worked on “Geo-AI Automated Prediction Engine for Risk Assessment of Earthquake and Volcano,” including PSHA using the OpenQuake Engine and integration of active fault datasets.

I build practical ML solutions with strong interpretability and usability in mind. I developed Python-based geospatial + ML workflows for hazard analysis, feature engineering, and interactive visualization dashboards, and created Geo-AI hazard prediction modules using Logistic Regression, Random Forest, SVM, and XGBoost. I also built a full-stack React web app for loan eligibility prediction, integrating the Anthropic Claude API for dynamic insights and recommendations.

Experience

Work history, roles, and key accomplishments

AI/ML Intern

BISAG-N

Dec 2025 - May 2026 (5 months)

Built a Geo-AI automated prediction engine for earthquake and volcanic risk assessment by running Probabilistic Seismic Hazard Analysis (PSHA) in OpenQuake and generating hazard maps for multiple return periods. Processed seismic catalogs and developed ML-based hazard prediction modules using Logistic Regression, Random Forest, SVM, and XGBoost with Python geospatial workflows and dashboards.

OpenQuake Engine Probabilistic Seismic Hazard Analysis (PSHA)GMPE Logic Tree Models Seismic Catalog Processing Geospatial Data Processing XGBoost scikit learn Python

Data Analyst Intern

CMC Technology Services

Mar 2025 - Aug 2025 (5 months)

Supported campus computing by coordinating setup of computers, troubleshooting issues for students, faculty, and staff, and maintaining classroom equipment. Managed upkeep of 200 printers across campus.

IT Support Hardware Maintenance Classroom Equipment Support Printer Maintenance User Support Documentation Communication