SOFTWARE DEVELOPER · LINKÖPING
I build AI that works outside the demo.
Agentic retrieval, voice pipelines and the web apps around them. Now a software developer at Ericsson.
FastTalk: a real-time voice assistant, streamed end to end over WebSocket.
you speak
48 kHz audioWhisper
speech to textLLM
streams tokensKokoro
speaks back
03 / RESEARCH
My master's thesis, at Ericsson.
When Agentic Workflows Help · Ericsson · Jan–Jun 2026
which tests cover this change?
11,366 production test cases
the few that matter
An assistant that helps engineers find the right tests. I built 52 retrieval tasks by hand and ran them through two agent designs, ReAct and orchestrator-worker, on three open models.
04 / EXPERIENCE
Where I've been.
Each bar is a week of my GitHub contributions.
BSc, Media Technology
Linköping University · 2021–2024
MSc, Machine Learning
Linköping University · 2024–2026
Thesis, then R&D intern
Ericsson · Jan–Sep 2026
Software Developer
Ericsson · Linköping · since Oct 2026
1,668 contributions
05 / ABOUT
I like the part after the demo: retrieval that returns the right thing, a voice that answers fast enough to feel like a conversation, and the web app people actually use.
how I build
07 / CONTACT