# Annie Tallund

> Solutions Engineer at Arm

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/annietallund

I’m passionate about empowering developers by making technology accessible and practical. With a strong focus on AI, I work across the full software stack to transform complex systems into intuitive, real-world developer experiences. I believe great tools - and the communities around them - are key to shaping the future of technology.

## Work Experience
### Solutions Engineer @ Arm
Jan 2024 – Present | San Jose, California, United States
I help developers succeed with cutting-edge AI and software technologies by bridging technical depth with approachable, real-world solutions. I create educational content, tools, and prototypes that make complex systems more accessible. By collaborating with engineering teams and partner, I help guide product adoption and shape developer experiences. My role blends hands-on engineering, developer advocacy, and ecosystem strategy to support AI strategy.

Key words: open source software, community building, software tooling, technical content creation prototyping

Alongside my role, I drive DEI initiatives for early careers.

### Software Engineer @ Arm
Jan 2022 – Jan 2024 | Lund, Skane County, Sweden
As part of ML SW Tooling, I develop the ML Inference Advisor (MLIA). It's a tool to help AI developers design and optimize neural network models for efficient inference on Arm® targets by enabling performance analysis and providing actionable advice. The advice can cover supported operators, performance analysis and suggestions for model optimization (e.g. pruning, clustering, etc.).

Key words: machine learning, neural networks, python, open source software, optimization, object oriented programming

### Graduate Engineer @ Arm
Jan 2021 – Jan 2022 | Lund, Skane County, Sweden
With the Machine Learning Embedded Software group, I work towards CMSIS-NN and Tensorflow Lite Micro, enabling machine learning to run fast and energy efficient. Along with that, I'm the scrum lead of my team and work with university relations activities in Lund.

Key words: machine learning, embedded software, microcontrollers, C++, open source, TensorFlow Lite Micro, optimization, neural networks

### Master Thesis @ Ericsson
Jan 2021 – Jan 2021 | Lund, Skane County, Sweden
“Simple RSRP Fingerprint Collection Setup and Indoor Positioning in 5G”

Creating a pipeline for automatic data collection by programming a robot vacuum and creating a Python app for a 5G smartphone. Pre-processing of radio signals to construct a fingerprint dataset. Testing different ML algorithms to map position to fingerprint

Keywords: machine learning, python, high band 5G, linux, prototyping, data science, C, full stack

### Computer Science Intern @ Lund University
Jan 2020 – Jan 2020 | Lund, Skane County, Sweden
Working with the "Cell Death and Lysosomes" group at the Department of Experimental Medical Science, building tools for text annotation to mine information from research papers on the coronavirus

Keywords: machine learning, biomedical research, NLP, data science, python

### Software Developer @ Flow Neuroscience
Jan 2018 – Jan 2019 | Malmo, Sweden
Deploying a treatment program in a custom web app. Implementing new features in the backend. Investigating data for ML use-cases

Keywords: machine learning, Google Cloud API, model evaluation metrics, data science, server deployment, version control, python

### Engineering Trainee @ Tekniska verken i Linköping AB
Jan 2014 – Jan 2014 | Linköping
Various smaller projects all across the organization: studying AutoCAD, visiting construction sites, projecting water pipes, collecting ashes from burned waste and measuring the relative humidity, investigating waste water particle composition.

Keywords: internship, civil engineering, CAD, lab work


## Education
### Master of Computer Engineering in Computer Software Engineering
The Faculty of Engineering at Lund University

### Computer Science
Dongguk University

### Natural Sciences
Kunskapsgymnasiet i Norrköping


## Contact & Social
- LinkedIn: https://linkedin.com/in/annietallund
- GitHub: https://github.com/annietllnd/

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Source: https://flows.cv/annietallund
JSON Resume: https://flows.cv/annietallund/resume.json
Last updated: 2026-03-29