AI
sprint cycle
The Plank AI lab consists of dedicated teams of data scientists, data engineers and mlops engineers that work with innovative technology companies on their most difficult challenges.
Business problem formulation
- Interviewing stakeholders and documenting research
- Objective formulation of business problem along with key metrics
- Defining successful outcome concretely
Data cleaning and data pipeline engineering
- Consolidation of input data sources and schema
- Data analysis to assess missing data, mistyped data
- Creation of consolidated / clean schema of data
- Creating data pipelines
- Deploying data pipeline and batch jobs to populate data lake
Data Science & Model training
- Creating training, test, validation datasets
- Formulating model experiments and tracking model performance
- Tuning of model hyper-parameters
- Optimization of model performance
ML model coding and deployment
- Implementation of prediction API endpoints
- Creation and deployment of model microservices
- Tracking of model performance
- Setup regular model retraining
- Model versioning
Model AB testing
- Integration with data warehouse and analytics services for continuous model performance evaluation
- Defining model variants and AB testing experiments
- Mapping model performance to key business metrics
Customer Showcase
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junction-ai
Junction AI fine tunes the last mile of the supply chain for successful, predictable, and profitable product merchandising. AI success depends on the right infrastructure, tools & data modeling. Junction AI’s proprietary AI/ML platform is an end-to-end data transformation solution. From ingesting structured & unstructured data, cleansing & preprocessing, modeling & insight delivery we’ve combined everything you need for AI/ML success.
Gisual
An API and Web Tool to diagnose commercial power outages in real time to automate troubleshooting. Gisual helps service providers diagnose outages with automation. Its outage intelligence dramatically reduces complexity, costs, and repair times. Gisual works with some of the top brands in the world including AT&T, Windstream, Frontier, and others.
Achaemenid
Achaemenid is a medical technology company that develops innovative products for non-invasive diagnostics, therapeutic, as well as those for management of patients with mild to severe obstructive sleep apnea. Founded by Reza Radmand, DMD, Achaemenid is focused on patient-centric healthcare-related solutions.
Engineers we’ve worked with
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Matias Lee
PhD in Computer Science from National University of Cordoba
- ex-Instructor of Machine Learning at National University of Cordoba
- 10 years experience in data science and machine learning
- Chief Data Science Officer in multiple companies
- Publications: https:// scholar.google.com/citations? user=eWYixqsAAAAJ&hl=en
