---
title: [TileDB Tech Talk] How PhenomicAI Uses ML & TileDB for Scalable Single-Cell Analysis
description: Learn how Phenomic AI Uses Machine Learning and TileDB for Scalable Single-Cell Analysis.
image: https://events.tiledb.com/hubfs/TileDB-webinar-Feb2025.jpg
---

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## FEBRUARY 6, 2025  |  1:00-2:00 PM EST

# Robust Data Foundations Drive Drug Discovery:

# How Phenomic AI Uses Machine Learning & TileDB for Scalable Single-Cell Analysis

The webinar has been completed but is available on-demand.

Please provide your details to access the recording.

![Sam Cooper](https://events.tiledb.com/hs-fs/hubfs/Sam-Cooper-circle.png?width=136&height=150&name=Sam-Cooper-circle.png "Sam Cooper")

#### SPEAKER

#### Sam Cooper

CTO & Co-founder, Phenomic AI

![Devika-Garg-circle](https://events.tiledb.com/hs-fs/hubfs/Devika-Garg-circle.png?width=136&height=150&name=Devika-Garg-circle.png "Devika-Garg-circle")

#### SPEAKER

#### Devika Garg

Director of Product Marketing, TileDB

## Register Now!

Join us for an insightful webinar as Phenomic AI shares its journey of transforming cancer therapies through scalable single-cell analysis. Discover how Phenomic AI scaled its dataset from 2 million to 30 million cells by incorporating robust data management practices on the TileDB platform and applied advanced machine learning techniques to facilitate the discovery of novel therapeutic targets.

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## A preview of what you’ll learn in this TileDB Tech Talk

### **Data Practices for Biotechs**

Understand why early to mid stage biotechs should focus on robust data management practices to avoid chaos as their data grows.

### **Data Governance Frameworks**

Learn how to enhance data sharing, traceability, and regulatory compliance throughout the product life cycle within governance

### **Machine Learning (ML) on Single-Cell Data**

Understand Phenomic's ML-based approach to aligning single-cell data across different methodologies and platforms

## TileDB - Designed for Discovery

TileDB is foundational software designed by scientists for scientific discovery. TileDB structures all data types, including data that does not fit into relational databases designed for structured tabular data. Built on a powerful shape-shifting array database, TileDB handles the complexities of non-traditional “unstructured” multimodal data, such as genomic variants, bulk and single-cell transcriptomics, proteomics and, biomedical imaging, as well as the frontier data of the future. Used by science and data teams within big pharma and biotechs to power their multiomics FAIR data platforms, TileDB is the destination for scientific breakthroughs where frontier multimodal data is driving drug discovery.

## Speaker

![Seth Shelnutt](https://events.tiledb.com/hs-fs/hubfs/Seth_Shelnutt_white.png?width=163&height=172&name=Seth_Shelnutt_white.png "Seth Shelnutt")

#### Seth Shelnutt

Chief Technical Officer

### EXPLORE OUR CUSTOMER CASE STUDIES

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[![Quest Diagnostics](https://events.tiledb.com/hs-fs/hubfs/QuestDiagnostics-h.png?width=150&height=48&name=QuestDiagnostics-h.png "Quest Diagnostics")](https://tiledb.com/case-studies/quest)

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[![PhenomicAI](https://events.tiledb.com/hs-fs/hubfs/PhenomicAI-h.png?width=180&height=33&name=PhenomicAI-h.png "PhenomicAI")](https://tiledb.com/case-studies/phenomic-ai)

---

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