AI Infrastructure01
On-prem AI & automated review
Internal model serving on NVIDIA GPUs with open-weight LLMs, linking AI-assisted quality checks straight into engineering workflows.
LinuxNVIDIA GPUsOpen-weight LLMsGitLab CI
AdamAl Ashiri
Software and systems engineer based in Stockholm. Computer Engineering at KTH, now studying Innovation, Defence and Security at the Swedish Defence University.
01About
I work on backend services, infrastructure, delivery automation and applied AI. Most of that work has been in defence, enterprise software and telecom.
Right now I'm at Avioniq, working on software and engineering infrastructure in the defence aviation space.
Before that: concurrent Go APIs and payment flows, generative-AI backends with Kafka and vector databases, and keeping national telecom infrastructure running from Tele2's network operations centre. It started with Combat Boat 90 engines in the Swedish Armed Forces, which taught me what "mission-critical" actually means.
- Based in
- Stockholm, Sweden
- Studying
- M.Sc. Innovation, Defence & Security
- Degree
- B.Sc. Computer Engineering, KTH
- Speaks
- Swedish, English, Arabic, German
02Experience
Where I've built things
- 05/2026 – now
Avioniq Sweden AB current
Software / Systems Engineer · Kista
Software and infrastructure engineering for defence aviation, working across application development, automation and applied AI with multidisciplinary teams.
- 01 – 04/2026
HiQ Stockholm
Degree Project · AI-assisted code review
Investigated AI-assisted code review against human expertise in enterprise development, and the quality and security trade-offs of putting it in CI/CD.
- 05 – 12/2025
Academia Consulting Group
Backend Engineer
Concurrent REST APIs in Go on PostgreSQL and MongoDB. Hardened payment flows with better error handling and production-readiness reviews.
- 03 – 06/2025
HiQ International
Backend Developer / Scrum Master
Generative-AI services in FastAPI, event-driven RAG pipelines over Kafka and vector databases, Kubernetes deployments, and ran the team's ceremonies as Scrum Master.
- 10/2024 – 05/2025
Tele2
Network Operations Center Engineer
Monitored and troubleshot national telecom infrastructure under strict availability and SLA requirements; incident response and coordination.
- 07/2020 – 06/2021
Swedish Armed Forces
Amphibious Systems Mechanic / Engineering Officer
Kept mission-critical systems on Combat Boat 90 running, with structured troubleshooting under time pressure.
03Selected projects
Things I've made
Search & RAG02
Document Q&A
Retrieval-augmented document search with semantic retrieval and custom chunking.
LangChainChromaDBPython
Search03
Vector Search API
An API for embedding-based similarity search.
FastAPIFAISSSentence Transformers
Backend04
Go Webhook Service
Event-driven automation with retry handling and workflow triggers.
GoRedis
Systems05
Multiplayer Engine
Real-time multiplayer game engine with a custom network sync layer.
CSDLSockets
Hobby R&D06
Gungnir / Huginn
Real-time projectile detection (YOLO11) feeding a C++ physics engine that simulates trajectories. In development.
YOLO11C++Kinematics
Apps07
AI Chat Interface
Model selection, token streaming and Markdown rendering.
ReactTypeScriptTailwind
Apps08
Image Analysis
Browser-based image processing with computer vision.
Vue.jsComputer Vision
04Stack & education
Infrastructure & Platform
Linux, Docker, Kubernetes, Ansible, GitLab CI, GitHub Actions, GPU infrastructure, observability
AI & Data
LLM deployment, AI developer tooling, RAG, vector search, Kafka, Qdrant, FAISS, PostgreSQL, MongoDB, Redis
Software
Go, Python (FastAPI), Java, C, C++, Rust, TypeScript, REST, gRPC, OpenAPI, Spring Boot
Security & Ops
Incident response, network operations, infrastructure security, secure delivery, reliability
Certifications
Cisco CCNAv7: Enterprise Networking, Security & Automation · Google Cybersecurity Analyst
08/2026 – now
M.Sc. Innovation, Defence & Security
Swedish Defence University. Innovation, security strategy and technology integration.
2023 – 2026
B.Sc. Computer Engineering
KTH Royal Institute of Technology. Software development, distributed systems, computer engineering.
05Contact