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Anson Saju George

@ansonsajugeorge

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Full-Stack AI/ML developer building GPU-accelerated computer vision products.

India

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What I'm looking for

I’m looking for a role where I can build end-to-end computer-vision/deep-learning products—dataset to GPU-backed SaaS—using FastAPI, REST APIs, and strong MLOps for reliable, high-performance deployment.

I’m a Full-Stack AI/ML developer with hands-on experience in computer vision, deep learning systems, and GPU-accelerated ML deployment. I build end-to-end AI pipelines—from dataset curation and model training to production SaaS deployment on self-hosted infrastructure.

I’ve published researcher work for WMS-RIFEv3 (IC2NC 2025) and open-sourced full pipeline models on HuggingFace. I’ve engineered an optical-flow-weighted loss for non-rigid cloud dynamics and improved interpolation performance via transfer learning (Vimeo-90K→WMS), and I also build production-ready inference using REST APIs, web UIs, and FastAPI with VRAM-aware scheduling, model caching, and GPU memory offloading.

Experience

Work history, roles, and key accomplishments

Placement Coordinator Admin

CareerConnect, Karunya University

Jul 2025 - Dec 2025 (5 months)

Developed a public request page integrated with the university’s main site to enable students, faculty, and recruiters to access placement services. Coordinated implementation to support placement-related workflows across stakeholders.

Requirements Gathering

Research Intern

IIIT Kottayam

May 2024 - Jul 2024 (2 months)

Investigated DeepDream and neural representation techniques and developed/tested models using Kaggle and COCO datasets. Optimized model outputs to improve image quality, reduce artifacts, and enhance interpretability of AI-generated visualizations.

Neural Representations Computer Vision Image Quality Enhancement Artifact Reduction Model Interpretability Python

Karunya Hacks Member

Karunya Hacks

Sep 2022 - Oct 2023 (1 year 1 month)

Contributed to internal AI challenges by supporting hackathon planning and event logistics. Helped coordinate execution for team-based events within the Karunya Hacks community.

Hackathon Planning Event Logistics Team Collaboration Scheduling coordination Communication