visionML | FullStack Machine Learning Consultants

ML + mobile apps |

Full-stack solutions

Data integration

We extract data from a variety of data sources including data warehouses, databases, cloud storage as well as third-party APIs.

Curation & exploration

We massage the data into consistent formats and schemas for later processing. We also perform exploratory techniques on unstructured data to discover hidden patterns.

Inference

We train machine learning models to infer patterns in the data based on state-of-the-art algorithms and best practices. We also perform domain-specific optimizations for more bespoke applications.

Production

Finally, we deploy models to the cloud to be used in production. We also develop web, mobile and desktop applications to interface with these models.

Portfolio

Lorenzo BnB

This was a proof of concept to create a more accessible Airbnb via a chatbot. We wanted to experiment with using a conversational style to conduct natural-language search. Using an existing dataset we developed the proof of concept of an end-to-end solution.

Desk SLAM

The brief from this client was a system to be able to infer a regularly changing desk floor plan with minimal effort. We devised a solution which implemented a slam algorithm combined with an object detection neural network. This allowed the client to obtain semantically segmented the point cloud. From this, we were able to generate a 2D floor plan.

About us

Edrian Gomez

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Edrian is artisan who excels in composing rich interfaces that delight and drive user engagement. His skills encompass everything from graphic design to code implementation. His ability to rapidly prototype faciliates rapid feedback cycles and allows him to build a deep understanding about his clients' vision. Equipped with a Masters in Artificial Intelligence and Database Systems, his insight into how data flows throughout the entire pipeline enables him to make holistic design decisions.

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