Services
Full-stack AI/PLM delivery
We plug into your team with clear scopes, transparent comms, and weekly delivery demos. From research spikes to production rollouts, we keep the feedback loop tight and measurable.
Research & Modeling
- Protein language models tuned for antibody/antigen behavior
- Structure-aware objectives and docking heuristics
- Rapid experimentation with clear ablations and evals
Fine-tuning & Data
- Data cleaning, augmentation, tokenization, and split discipline
- Private data pipelines with reproducible training runs
- Custom eval harnesses tied to biological success criteria
Inference Infrastructure
- CUDA-aware batching, quantization, and throughput engineering
- Observability, tracing, and autoscaling tuned for GPU fleets
- On-prem solutions
Training & Enablement
- GB10-based local mini computers
- Scale up to high-performance local workstation and clusters
- Training on parameter efficient fine-tuning, quantization and scaling
Engagement models
Choose the tempo
Projects, retained research pods, or embedded engineering. We ramp fast and document every decision.
Quick Discovery Local & Remote AI Assisted Development
What to expect
- Project brief with milestones, owners, and risks tracked
- Secure repo and observability configured from day one
- Delivery demos and written retros to keep alignment
- Smooth handoff with documentation and training