About Clinvvo
Clinvvo is a fast-growing, profitable Swedish health-tech company built by clinicians and technologists, trusted by 200+ hospitals and clinics across Sweden and Germany, and newly backed by a $1.5M USD seed round from European institutional investors as we expand across Europe and beyond. Joining now means shaping the product, the technical roadmap, and the future of the company as we scale.

The Role
Work at the forefront of medical AI — not by wiring together off-the-shelf services, but by owning the systems and the models behind them. Clinical work is messy, spoken, time-critical, and unforgiving of errors, which makes it one of the most interesting applied AI problem spaces there is.
The headline opportunity: pushing the frontier on special-purpose models of our own — fine-tuned, high-throughput, domain-adapted models that beat general-purpose LLMs on the narrow things medicine actually needs, at a fraction of the cost and latency.



Prior fine-tuning experience is not required; we want strong applied AI engineers with solid fundamentals and the motivation to grow into this, and we'll support you in doing so.

What you'll do
Real-time clinical document generation — turn a live consultation into a structured, clinically accurate document while the clinician is still in the room. Sub-second latency, zero tolerance for hallucination.
Fine-tuning special-purpose models — LoRA, PEFT, SFT and preference alignment, optimized for high-throughput serving. Dataset design through to production. This is where we invest in going deep.
Speech-to-text and audio pipelines — real clinical audio: multiple speakers, accents, noise, and Swedish and German medical vocabulary no off-the-shelf model has seen.
Medical NER and structured extraction — medications, dosages, diagnoses, procedures and temporal relationships pulled out of free text, reliable enough to write into a patient record.
Evaluation pipelines — in healthcare, "it looks valuable" is not a metric. Golden datase

📌 Applied AI Engineer — Healthcare AI (Bengaluru)
🏢 Clinvvo
📍 Bengaluru