Robin RanabhatRR
Open to opportunities

Robin Ranabhat

@robinranabhat

Senior ML Engineer with expertise in infrastructure and machine learning.

United States

What I'm looking for

Seeking a role that combines machine learning with infrastructure development, preferably in a research-focused environment with opportunities for technical growth and innovation.

I am a Senior Machine Learning Engineer with a strong background in developing and deploying scalable machine learning solutions. Currently, I serve as a Graduate Research Assistant at the University of South Dakota, where I focus on enhancing CNN architectures and developing interpretability techniques for Vision-Language Models.

Previously, I worked at Coac Gmbh in Cologne, Germany, as a Senior ML and Infrastructure Engineer. There, I refactored a synchronous PDF-processing microservice into a scalable pub-sub architecture using FastAPI and NATS. I also leveraged Mistral-7b-Instruct LLM to build an Elasticsearch Conservation Agent, improving performance on complex JOIN queries.

I have a Master's in Computer and Information Sciences with an AI specialization from the University of South Dakota and a Bachelor's in Computer Engineering from Kathmandu University. My technical expertise spans machine learning, backend development, MLOps, and databases, with a strong foundation in Python, JavaScript, and Go.

Experience

Work history, roles, and key accomplishments

DD
Current

Graduate Research Assistant

Department of Computer Science, University of South Dakota

Jan 2025 - Present (4 months)

Enhanced Push-Pull CNN architecture with a Channel-Attention mechanism, improving robustness on CIFAR-C corruption benchmarks. Currently working on interpretability techniques for Vision-Language Models.

CG

Senior ML and Infrastructure Engineer

Coac Gmbh

Feb 2023 - Mar 2024 (1 year 1 month)

Refactored a synchronous pdf-processing microservice into a scalable pub-sub architecture using FastAPI & NATS. Deployed applications in Kubernetes, optimizing resource allocation and implementing GitHub-based cluster state tracking.

DO

Senior Machine Learning Engineer

Docsumo

May 2022 - Jan 2023 (8 months)

Designed a Table Information extraction system achieving 70% accuracy on unstructured documents. Led R&D efforts experimenting with various models for key-value extraction and optical marks recognition.

FU

Machine Learning Engineer

Fusemachines

Jul 2019 - Mar 2022 (2 years 8 months)

Conducted sales forecasting for a gaming company and developed an email-response suggestion system. Created AI course content and built models for Named Entity Recognition.

Education

Degrees, certifications, and relevant coursework

University of South Dakota logoUD

University of South Dakota

Master of Science, Computer and Information Sciences

2024 -

Kathmandu University logoKU

Kathmandu University

Bachelor of Engineering, Computer Engineering

2015 - 2019

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Robin Ranabhat - Graduate Research Assistant - Department of Computer Science, University of South Dakota | Himalayas