Hari Surayagari

Data Science Manager
@ JBS USA

Leading strategic AI and Machine Learning initiatives, designing cloud architectures, and driving innovation for impactful business outcomes.
9+ Years Experience | AWS & GCP Expertise | 10+ Large-Scale ML Models Deployed

Hari Surayagari

About Me

Hari Surayagari is a Data Science Manager at JBS USA, the world's leading animal protein producer. With over nine years of experience in machine learning and data science analytics across diverse domains, Hari specializes in leveraging cloud technologies like AWS and GCP to drive innovation.

At JBS USA, Hari leads the development and deployment of large-scale machine learning models across five business units, delivering impactful projects in forecasting, optimization, and computer vision. He has also conceptualized and implemented the cloud architecture for data science projects and designed an edge deployment strategy for computer vision solutions across numerous production plants. His leadership further extends to developing JBS USA's AI policy, ensuring safe, secure, and ethical AI application, and managing a data science training program that has upskilled over 30 participants in advanced techniques.

Holding master's degrees from Colorado State University (Computer Science) and the University of Glamorgan – Cardiff (Artificial Intelligence), along with multiple certifications in machine learning and cloud computing, Hari is deeply passionate about technology. He thrives on working with diverse teams to solve complex problems and is committed to continuous learning, always staying ahead of the curve in the evolving landscape of consumer and enterprise applications.

Professional Experience

A comprehensive overview of my career journey and key contributions across various industries.

JBS USA Logo

Data Science Manager

JBS USA

Mar 2021 - Present

  • Led the development and deployment of over 10 large-scale Machine Learning models across 5 Business Units at JBS USA, driving data-driven decision-making.
  • Designed and implemented the edge deployment architecture for computer vision projects across 75 JBS plants in USA and Canada, enhancing operational efficiency.
  • Developed JBS USA's official AI Policy, establishing guidelines for safe, secure, and ethical application of AI technologies.
  • Managed multiple development teams, including 5 internal data scientists and numerous external partners, fostering collaborative project execution.
  • Maintained and managed the Data Science training program, successfully graduating 30+ participants from the advanced (Level 3) program over six sessions, enhancing internal capabilities.
  • Currently leading the implementation of Dataiku within the AWS environment, integrating data pipelines to accelerate data science project ideation and deployment cycles.
JBS USA Logo

Senior Data Scientist

JBS USA

Mar 2020 - Mar 2021

  • Designed JBS USA's AWS architecture, optimizing for Machine Learning and Data Science projects.
  • Implemented an AWS Data Lake using services including Redshift, Athena, and Glue Catalog to centralize and manage large datasets.
  • Optimized the shipping of export orders using Gurobi, yielding a minimum of $2.5 million in cost savings for JBS USA.
  • Deployed a Cattle counting model with near 100% accuracy, providing critical business insights for operations that process approximately 5000 cows per plant.
JBS USA Logo

Data Scientist - Fed Beef

JBS USA

Jul 2019 - Mar 2020

  • Worked on multiple high-ROI projects directly contributing to increased revenue for JBS USA.
  • Leveraged AWS's platform to develop machine learning models, including DeepAR, for predicting future beef and cattle prices.
  • Deployed Facebook's Prophet model for long-term forecasting of cattle and beef prices, providing strategic foresight.
  • Built interactive Tableau dashboards, enabling business leaders to visualize and track progress of key metrics.
Colorado State University Logo

Shift Manager

Colorado State University

Aug 2015 - Jun 2019

  • Managed and trained a staff of approximately 35 per shift, ensuring high performance standards.
  • Maintained smooth workflow at dining halls serving around 600 students per meal period.
  • Ensured adherence to food quality and employee safety regulations during all shifts.
ELMAK INTELLIGENT SYSTEMS LTD Logo

Data Science Consultant

ELMAK INTELLIGENT SYSTEMS LTD

Oct 2012 - Jul 2015

  • Combined SQL databases from local authorities (Blue Light services, Royal Mail, Electoral Roll, Non-domestic Rates Department) into a unified system.
  • Created a single, non-duplicate, and non-redundant dataset using Python and data cleaning techniques.
  • Generated complex data insights that informed changes to council tax terms, leading to increased revenue.

Expertise & Skills

My proficiency across key domains and technologies driving data-driven innovation.

Machine Learning & AI

Developing and deploying large-scale ML models, from forecasting to computer vision, ensuring ethical AI application.

Cloud Architecture (AWS/GCP)

Designing and implementing robust cloud infrastructures for data science projects and scalable solutions.

Program & Team Management

Leading cross-functional teams and strategic programs from conception to successful deployment.

Data Strategy & Policy

Developing and implementing policies for data governance and responsible AI adoption.

Technical Skills

PythonAWSGoogle Cloud PlatformMachine LearningDataikuSnowflakeTensorFlowKerasSQLArtificial IntelligenceData ScienceProgram ManagementLeadershipStrategic Planning

Certifications

Demonstrating my commitment to continuous learning and professional development.

BUILD 2023 LLM Bootcamp Badge

Issued by Snowflake

Issued: Dec 2023 · Expires Dec 2034

View Credential

Dataiku Core Designer

Issued by Dataiku

Issued: Feb 2022

View Credential

Masters of Science Computer Science

Issued by Colorado State University

Issued: May 2021

View Credential

Machine Learning, Data Science and Deep Learning with Python

Issued by Udemy

Issued: Oct 2018

Education

My academic background that forms the foundation of my expertise in data science and AI.

Colorado State University Logo

Master of Science (M.S.)

Computer Science

Colorado State University

Aug 2015 - May 2019

University of Glamorgan Logo

Masters

Intelligent Computer Systems

University of Glamorgan – Cardiff

Sep 2011 - Nov 2012

Muffakham Jah College of ENGG and TECH Logo

Bachelor in Engineering

Electrical and Electronics Engineering

Muffakham Jah College of ENGG and TECH

Aug 2006 - Jun 2010

Let's Connect!

I'm always interested in discussing new opportunities, collaborations, and the latest in data science and AI. Feel free to reach out!

Get in Touch

While direct email is not provided for privacy, you can connect with me on professional networks. I look forward to hearing from you!

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