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Partha User

@parthauser1

I build zero-shot computer vision and data pipelines for real-world applications.

Germany
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I've built zero-shot computer vision pipelines for weed detection with the University of Hohenheim, using CLIP, Grounding DINO, and SAM 2 to reduce manual annotation in precision agriculture.

At Fraunhofer IIS, I automated training and evaluation workflows for AI-based audio noise reduction, building Python and Bash data pipelines, QA scripts, and reproducible research workflows. I also developed web interfaces for cloud-based audio encoding prototypes using React, TypeScript, JavaScript, and Webpack.

I'm completing an M.Sc. in Data Science at Friedrich-Alexander-Universität Erlangen-Nürnberg, where my thesis evaluates zero-shot vision models through large-scale GPU experiments and deployment-focused analysis.

Experience

Work history, roles, and key accomplishments

AS
Current

AI & Data Consultant

Aum Solutions

May 2026 - Present (4 months)

Advising on identifying, scoping, and deploying AI and data engineering solutions to drive service expansion. Assessing technical feasibility and requirements for incoming client projects in data processing and machine learning.

Fraunhofer IIS logoFI

Software Developer (RA)

Fraunhofer IIS

May 2024 - Mar 2026 (1 year 10 months)

Assisted in developing the MPEG-H Browser UI with TypeScript, JavaScript, and Webpack to build a responsive web interface for cloud-based encoding prototypes. Helped with migration of existing client solutions from MVC to MVVM architecture and collaborated with cross-functional teams to integrate frontend systems with backend encoding services.

Fraunhofer IIS logoFI

Machine Learning (RA)

Fraunhofer IIS

Sep 2022 - Jan 2023 (4 months)

Automated the deep learning training and evaluation pipeline for AI-based audio noise reduction models. Built data pipelines and QA scripts using Python and Bash to support large-scale dataset processing, model evaluation, and reproducibility.

PW

Web Developer (Intern)

Purple Wave

Mar 2020 - Aug 2020 (5 months)

Designed and developed SEO-optimized e-commerce websites for local small businesses using WordPress for online sales presence. Customized themes and plugins with JS and HTML/CSS to match client branding and requirements.

Education

Degrees, certifications, and relevant coursework

Friedrich-Alexander-Universität Erlangen-Nürnberg logoFE

Friedrich-Alexander-Universität Erlangen-Nürnberg

Master of Science, Data Science

Grade: 2.3

Pursuing a Master of Science in Data Science with a focus on deep learning, machine learning in finance, signal processing, pattern recognition, and time series analysis. Thesis on zero-shot computer vision models for weed detection in collaboration with the University of Hohenheim, achieving a grade of 1.3.

Gujarat Technological University logoGU

Gujarat Technological University

Bachelor of Engineering, Computer Engineering

Grade: First Class with Distinction

Bachelor of Engineering in Computer Engineering with First Class with Distinction. Recipient of a fully funded Government Scholarship (ICCR). Final project was a Real-Time Bus Fare Comparison Android app, achieving a grade of 1.3.

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