Data Engineering — Data Science — AI — Agentic Systems
Df Dx
Find the slope. Follow the signal.
Where change becomes insight. We build production-grade data and AI systems for teams who've outgrown prototypes.
What we do
Raw data → insight → intelligence → action
Data Engineering
The pipelines, infrastructure, and data platforms every data science and AI initiative quietly depends on.
Data Science
Statistical modeling, experimentation, and forecasting that hold up in production — not just in a notebook.
AI
Applied machine learning and LLM systems — fine-tuning, retrieval, and evaluation — built for reliability at scale.
Agentic Systems
Multi-step, tool-using agents designed with the guardrails, observability, and failure modes production demands.
Tools we work in
Languages
ML & AI
Data
Infrastructure
Frontend
Why Df/Dx
Depth over hype
Eleven years across the full stack, not a team improvising off tutorials. We separate durable technique from this quarter's buzzword.
Production-grade, not proof-of-concept
Every model, pipeline, and agent we build is designed to survive contact with real data, real load, and real failure modes.
One team, the whole stack
From the pipelines that feed a model to the agent that acts on its output, we own the full path from raw data to decision.
Df Dx
Find the slope. Follow the signal.
Wherever your data is changing, we help you see it first — and act on it with confidence.
Read our latest thinking →