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Max Winston is listed as Data Science Leader | Passionate about using data science & ML to improve medicine at Apriori Bio, based in Cambridge, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Max Winston.
Max Winston previously worked as Director of Data Science at Apriori Bio and Director, Rx Creation & Clinical Data Sciences at Eqrx. Max Winston studied at University Of Chicago.
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I'm a data science leader with 7 years of industry experience in tech, where I've consistently delivered fundamental technology and practical successes for growing, fast-paced organizations. I am passionate about science and its rapidly evolving interface with machine learning and computational systems. I seek to help growing organizations in the drug discovery space build effective and transformative technology, with the end goal of improving medicine and the standard of care. I received my Ph.D. in Evolutionary Genomics from the University of Chicago in 2017, and have worked for three different technology organizations in a number of different capacities (both as team lead and individual contributor) following my academic career. Through these experiences I've developed a product-focused approach--starting with the end goals of the organization in mind, then working collaboratively to define and execute on a feasible vision with determination. Lastly, my clear communication skills help me bring critical results & insights to scientific teams and executive management alike, aligning different members of the organization to a common goal.Core Competencies:- Building, training, and managing teams of data scientists & engineers- Cross-functional collaboration & execution- Statistical modeling, experimental design, & power analysis- Extensive experience developing & deploying in cloud environments (GCP, AWS)- Scalable processing of large volume data, including high-throughput sequencing platforms- Building & deploying automated bioinformatic, chemoinformatic, & ML pipelines- Database design & build- Formulating & executing a clear data strategy- Mentorship, team-building, & facilitating a collegial team culture- Results-driven leadershipTechnical skills & languages: Python, SQL, R, BASH, Github, CircleCI, DBT, GCP, AWS, Mode, Retool
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Cambridge, Massachusetts, United States
Leading a team to build out and mature Apriori's unique technology platform with the goal of creating more variant-proof protection against rapidly-evolving viruses. The Octavia platform is built around high-throughput deep mutational scanning data, but integrates several other enabling assays and ML to understand the translation of immune responses & in.
Cambridge, Massachusetts, United States
Built out a digitally-native discovery process at EQRx for innovative therapies by leveraging several new advancements in deep learning, representation learning, chemoinformatics, & bioinformatics. Our primary goal was to increase the affordability and accessibility of novel therapies to patients by accurately capturing properties of interest within our.
Previously directed a product-focused data science team responsible for building scalable models and integrating several data streams to generate insights and provide business value. During my tenure, the team successfully built out and deployed our own proprietary data product (MufaSA), which is capable of processing disparate data types from field.
Somerville, MA
Previously led a team to build scalable models and analytical tools to understand the performance of Indigo products across domestic and international environments. Leveraged machine learning and domain-specific physical models to facilitate agronomic decision-making from within the Insights software product, focusing on increased profitability and.
Somerville, MA
Previously worked as a data scientist at Indigo to bring machine learning into microbial product development and scientific research pipelines. Collaboratively built the machine learning nomination process for our in-house product pipeline, which integrates disparate data types across several departments to improve hit rate and accelerate microbial product.
Hyde Park, Chicago, IL
De novo assembly of reduced-representation sequencing libraries in non-model organisms for population genomics and phylogenomics. Specifically, using harvested genomic information and numerous computational methods to test biogeographic models and understand the origins of Neotropical diversification. Additionally, exploring the relationship between the.
Worked on the Data Science Research & Development team exploring and implementing novel machine learning approaches to lookalike modeling. Approaches focused on combining neural network architectures (Keras//Tensorflow) with unsupervised techniques (clustering and low-dimensional embedding), optimizing for predictive performance. Software development and.
Greater Chicago Area
Applied knowledge of bioinformatics, statistical modeling, and machine learning to help build the most advanced data fusion platform in cancer care. Worked collaboratively on a team of multidisciplinary Ph.D. candidates, programmers, and statisticians to build a pipeline to transform raw phenotypic metadata into useful features for diagnostic and.
Reduced carbon emissions and helped affordable housing owners lower their energy costs through research and implementation of cost-effective energy efficiency measures.
Taught and developed science curricula at an international high school (Kwangju Foreign School). Courses included:- Biology- Chemistry- Algebra II- Earth Science- Environmental Science
Activities and Societies: Sigma Xi Scientific Research SocietyCertificate in Environmental Studies
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Max Winston works for Apriori Bio.
Max Winston is listed as Data Science Leader | Passionate about using data science & ML to improve medicine at Apriori Bio.
Max Winston is based in Cambridge, Massachusetts, United States while working with Apriori Bio.
Max Winston has worked for Apriori Bio, Eqrx, Indigo, University Of Chicago, and Civis Analytics.
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Max Winston studied at University Of Chicago.
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