Interests: AI for Medical, Recommendation Systems, and Geospatial Intelligence
I build practical ML systemsβfrom experiments β scalable pipelines β production APIs.
- Large Scale Recommendation Systems & NLP
- Computer Vision & Deep Learning
- Edge + Mobile (Android occasionally)
- Clinical text & imaging workflows
- Decision support, triage signals, outcome prediction
- Retrieval β ranking β evaluation (lift, deciles, offline/online metrics)
- Cold-start, personalization, explainability
- Satellite imagery analytics & spatial ML
- Location intelligence and geospatial pipelines
- Large-scale Recommendation Systems & NLP (ranking, retrieval, personalization)
- Computer Vision & Deep Learning (feature learning, classification, detection)
- Edge + Mobile (Android occasionally, on-device/optimized inference)
- Applied AI domains: Healthcare β’ Education β’ E-Commerce β’ Agriculture β’ Supply Chain
Core: Python β’ SQL β’ Bash
ML: NumPy β’ scikit-learn β’ Matplotlib β’ (Deep Learning: Keras / PyTorch)
Data: PostgreSQL
Cloud: AWS β’ Azure
Tools: VS Code β’ Git
- π©Ί Medical AI: clinical text + imaging workflows, decision support, triage signals
- π― RecSys: candidate generation, learning-to-rank, cold-start, evaluation & lift
- π GeoAI: geospatial ML, satellite imagery analytics, location-based intelligence
- Writes on:
- LinkedIn: https://www.linkedin.com/in/s-susant-achary-4793a847/
- π« Email: sache.meet@yahoo.com
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