Systems interacting with people in the right way.

From digital advertising to personalized public services.

Models of how people act

Causal and online, and properly handling their biases.

Algorithms making sense of people

A curated collection of machine learning algorithms from human interaction with the algorithms.

The art and science

State-of-the-art models of how people act and interact with digital systems, powerful downstream inferences.

Relying on the advances in Machine Learning & AI, and collaborating with the research elite,

Persona.tech includes algorithms that can accurately learn human preferences.

Implications are absorbing.

Learning from Digital Societies

We devise models to learn from an aggregate of people, and for them, whether they are users, customers, or sellers or creators.

What we do reveals who we are

We do not need to limit ourselves to hand-curated features that we think indicate the future behavior.

People are unique, yet similar

Utilizing models of how people act, learn individualized representations. With sufficient amount of human action logs among a sufficiently large society, machines can understand individuals better than human experts.

Learn Human Representations.

as unique compositions of different aspects of living

Capture Human Dynamics and change-points in life

Understand how people change

Predict who will do what, where and when.

If she were to do something now, with what probability would she do that?

Synthesize Behavior.

Generate artificial actions that resemble an actual human being,
acting in accordance with social dynamics

The technology

Turn general purpose data platforms into machines that learn from people.

Persona.tech is built upon modern data processing systems and cloud-native.

Scales to massive data.

ai.persona.tech

A curated collection of sophisticated, interpretable, large-scale machine learning algorithms
Learning algorithms are exposed with the familiar APIs of general-purpose libraries
Learning algorithms are built upon modern Big Data processing platforms, allowing you to learn from millions of people

serve.persona.tech

From loading data to serving the inference:
who they are, what they would love, what their next steps likely are

Sophisticated.

State-of-the-art models and algorithms
Enterprise-grade implementation
Works on multi-modal, high dimensional, massive, streaming data.

Simple.

Easy-to-use libraries for designing and deploying sophisticated machine learning models
Pay merely for compute resources

Scalable.

Scalably computed on modern data processing architectures
Works on massive batches of data, or fast streams of logs

Integrated.

Works smoothly with all major Big Data platforms and cloud services
Persona.tech is cloud-native: Model microservices can publish to prediction/generation microservices

The business

Let's build machines together

We mix-and-match the science and technology, and come up with a spectrum of business cases.

We cherry-picked some below. Hover over and see

Enterprises

AI-first organizations with familiar tools

Technology Providers

Even smarter solutions

Consumer Service Providers

Simple yet sophisticated

ML/AI/Data Consultants

A capable asset for your portfolio

Persona.tech ML Platform

Natively integrated to Big Data technologies and cloud platforms, exposed with familiar APIs of generic ML technologies, collaborative development, open and extensible

SLA

Support with customizable SLAs

ML Systems

One-line deployment

Available as microservices

Technology Partnership

Solid ML-engine that learns from human behavior and can make such inferences to extend your technology
Cloud-native

Open

Open to enterprise, technology, and community partners

API Services

Fully managed and hosted
For fairly well-defined problems

Community

Technologies which you can adapt instantly with your current knowledge of ML/Data technology ecosystem
Discussion-list on solution architecting

Application Verticals

End-to-end solution integrated into your application