DP Career Connect
Education & EdTech · Web platforms · AI & data
Four education products: coaching, college discovery, AI and coding
Coaching website · College finder website · Student AI product · Coding training website
Services · AI & data
AI & Machine Learning
AI features that are useful, measurable and safe in production.
01Overview
LLM applications, machine learning and data engineering, taken from prototype to production with guardrails.
We help teams move from AI experiments to features customers rely on: document understanding, search and assistants built on large language models, forecasting and recommendation models, and the data pipelines underneath them.
Every AI feature we ship comes with evaluation suites, human review where it matters, cost controls and monitoring, so you can see that it works and keep it working.
02Capabilities
What we build.
- LLM assistants & search
- Document AI
- Predictive models
- Recommendations
- Data engineering
- Responsible AI
- Models
- Open & commercial LLMsPyTorchscikit-learn
- Retrieval
- pgvectorOpenSearchEmbedding pipelines
- Data
- PythondbtAirflowKafka
- Platform
- AWSAzureGoogle CloudMLflow
03Selected work
AI & data in production.
- CompletedPRJ—03
- In progressPRJ—06
DoctorPartner
Healthcare & healthtech · AI & data
AI support for doctors
AI support for doctors
04How we work
Five stages. No surprises.
The same disciplined rhythm on every engagement, whether it is a six-week MVP or a multi-year platform.
- 01
Discover
Workshops, research and a technical audit, ending in a costed roadmap you own.
- 02
Design
Journeys, architecture and prototypes, validated with real users before we build.
- 03
Build
Two-week sprints with working software, demos and transparent progress.
- 04
Launch
Automated releases, monitoring and a calm, rehearsed go-live.
- 05
Evolve
Measure, learn and improve, with support that has real response times.
05FAQs
Questions we often hear.
How do you make sure AI outputs are accurate?
We build evaluation datasets from your real cases, measure accuracy before launch, add human review for high-stakes decisions and monitor quality continuously in production.
Will our data be used to train public models?
No. We design deployments so your data stays within your cloud account or with contracted providers that exclude it from training, and we document every data flow for your security team.
Do we need a lot of data to start?
Not always. Many LLM applications work with your existing documents and a modest evaluation set. Discovery tells us what data you have and what is worth collecting next.
06Start a project
Tell us what you’re building.
A senior ai & data specialist will reply within one working day.
contact@lunified.com