cat consulting.md
domains
- financial time-series modelling and forecasting
- remote-sensing and Earth-observation data
- precision agriculture
- biomedical / behavioural data analysis
selected proofs-of-concept
- Multi-agent active-inference hide-and-seek demo — two AIF agents playing hide-and-seek; used as a technical proof point in client investor pitches.
- Active-inference agents for Atari gameplay — exploring how AIF scales to high-dimensional pixel-based control with a compact parameter budget.
- sppcax — sparse probabilistic PCA in JAX; commissioned by an industry client, released open-source.
engagements
2025–2026 VERSES AI ML/AI consultant (2nd engagement) 2025 Primordia Co. ML/AI consultant 2023–2025 VERSES AI ML/AI consultant (1st engagement) 2022–2023 Digital Gaia, Inc. ML/AI consultant 2021–2022 Nested Minds (UK) senior researcher
stack
Python · NumPyro/JAX · Pyro/PyTorch · PyMC. GPU and SLURM-based cluster workloads.
talks
- Active Inference Institute — extended session on active inference for multi-armed bandits (YouTube)
- Slide decks from past talks — slides.com/dimarkov
status
> available for new engagements — reach out via github