About IBM Data Science in Practice

About

Note from the editor

IBM Data Science in Practice is written by data scientists for data scientists to gain hands-on and in-depth learning and to read about inspirational applications and conceptual understanding for challenging topics in the field. Our writers are a mix of IBM and non-IBM creators from the community. The views presented on this blog do not necessarily represent IBM’s official viewpoint on issues, and to read IBM’s official views and thought leadership on data and AI, please see the Journey to AI blog (www.ibm.com/blogs/journey-to-ai) or to learn more about IBM’s AI products, please visit the IBM Watson blog (www.ibm.com/blogs/watson).

Editors

Jana Thompson

Tim Bonnemann

Intersection of community & participation. Currently @IBMResearch. Wannabe trailrunner.

Kinga Parrott

Engineer. Tech Ed Evangelist@IBM (don’t know what this is?reach out). Mindfulness enthusiast. Opinions are my own.

IBM Community

Nickolus Plowden

Himadri Talukder

Senior Engineer, IBM. LinkedIn: https://www.linkedin.com/in/himadri-talukder-214b2539/

Abhilasha Mangal

Senior Data Scientist at IBM | Linkdin : https://www.linkedin.com/in/abhilasha-mangal-b7aa7831/

Doug Stauber

Data Science | Product Management | Chicagoan

Upasana H Bhattacharya

Annalise Sumpon

AI Engineer @ IBM | Data Scientist

Junfeng Liu

IBM Canada, Cloud Pak for Data, STSM

Vishnu Teja

Writers

Praveen Kumar Midde

Passionate Developer, Designer and a Technology Enthusiast..!!

Anup Nair

Anup Nair is a software architect specializing in enterprise architecture, application development, performance tuning, and competitive strategies.

Jessica Gore

jameskobielus

IBM Big Data Evangelist; Sr Prog Dir, Mktg, BD Analytics; Team Lead, Technical Marketing, IBM BD&A Hub. Tweets are mine & don't represent my employer's opinion.

mark simmonds

Program Director, IBM Analytics Development, Snowboarder and Archer.

Dinesh Nirmal

Vice President — Analytics Development, Site Executive IBM Silicon Valley Lab. The opinions expressed are my own and don’t necessarily represent those of IBM.

Siva Anne

Data Science Architect

Nancy Hensley

Bringing Data Science to Sports #SportsTech #datascience, #analytics, #TechLadies, #GrowthHacking Chief Product and Marketing Officer @ #StatsPerform

Avijit Chatterjee

STSM, Member of IBMAoT, Analytics Evangelist, #zSystems. Leads Investment Club for Fun Disclaimer: Views are my own

Jorge Castañón

Applied Mathematician and Art Lover | Opinions are My Own | Twitter: @castanan

holden karau

I ❤coffee, scala, questionable plans, etc. I don't represent my employers past/present/future. I tweet about a mixture of software & trans* related topics.

Jean-François Puget

PhD, Distinguished Engineer, Machine Learning and Optimization, IBM.

Vikram Murali

Director of Engineering for Netezza/PureData System for Analytics, Integrated Analytics and ICP4D Systems within IBM Data and AI.

Vinay Rao Dandin

Data Scientist @ IBM, Interested in Machine Learning, Deep Learning and Natural Language Processing

Rob Thomas

Author of ‘The AI Ladder’, ‘The End of Tech Companies’ & ‘Big Data Revolution’ amzn.to/2uVu84R.

Al Martin

IBM Data and AI Exec, Podcast Host : http://ibm.co/MDSpodcast, Super Dad, KU Alumni, http://hear2helpkc.org Charity, Always On

Arin Bhowmick

Steven Astorino

Vice President of Development, Data and AI. Tweets and opinions are my own https://stevenastorino.com

Madhu Kochar

VP @IBM, Analytics and Data- Public and Private Cloud. DevOps, Hybrid, Enterprise clients. Opinions are mine.

IBM Analytics

Official IBM Analytics account sharing how data analytics helps transform industries and professions. Managed by Alexa Youssefian and Shaun Metzger.

Rakesh Ranjan

Director of Emerging Technologies @ IBM Data & AI

Aakanksha Joshi

Senior AI Engineer, IBM Client Engineering • M.S. Data Science, Columbia University

Maxime Allard

Ambal Balakrishnan

#Marketing #Cloud #SaaS #AI #Data #ML #Digital #Data #Analytics #Author #Blogger #Wharton #Purdue #DogOwner #MountainClimber #Mom #TEDx #ViewsMyOwn

Rakhi Arora

Semantic Automation , Data Privacy - IBM Knowledge Catalog, Cloud Pak For Data

Matt Walli

Architect, IBM Analytics Data Science Elite Team

Rakshith Dasenahalli Lingaraju

Data Scientist at IBM

Shruthi Machimada

Shruthi is a Product Manager for Netezza on Cloud

Carmen-Gabriela Stefanita

IBM Developer

Open source, code patterns, tutorials, meet-ups, challenges, mentoring, and a global coding community — all in one place.

Daryl Pereira

A senior content strategist with a passion for sustainability and tech focused on the intersection of marketing, media and education.

Kay Groski

Data enthusiast at IBM. Follow me at @ibmgroski on Twitter and linkedin.com/in/ibmgroski on LinkedIn

Parker Merritt

Research & Data Solutions @ Coin Metrics

Jacques Guillaume

Follow me at: https://twitter.com/jrguillaume

Amitesh Modi

Amitesh is an Analytics/Cloud professional who loves creative writing. He likes learning new technology.

Basem Elasioty

Thomas Schaeck

Distinguished Engineer, IBM Watson Studio — Leading architecture for Watson Studio on Cloud Pak for Data and IBM Cloud at IBM Data and AI

Technology Leader, Elder Millennial, Dogmom and Travel Explorer

John Emmert

Global Head of Sales, Howso

Marco Noel

Sr Product Manager, IBM Watson Speech / Language Translator. Very enthusiastic and passionate about AI technologies and methodologies. All views are only my own

Lalit Agarwalla

Cognitive Engineer at IBM Watson. Specialises in conversational AI solutions. All views are only my own.

Arnesh Batlaw

Product @ IBM Watson

Greger Ottosson

Product Manager, Speaker, Coach. AI expert.

Rachel Liddell

Rachel is a Product Manager for Watson Assistant. She focuses on channels and integrations.

Preeth Muthusamy

Client Success Manager at IBM Watson. I enjoy reading about new ways that technology can solve real-world problems. All views are only my own.

Rebecca James

Data Scientist - Data and AI Expert Labs and Learning at IBM

Avi Yaeli

Research Staff Member — IBM Research AI | Working on algorithms and tools to help discover actionable insights in complex AI data

Julia Bodea

Product Manager | Data Science & AI

Jan Curin

I work for The MAMA AI

Mridul Bhandari

DevOps Cloud Engineer at 👁️🐝Ⓜ️@IBM. Graduated with B.E (Hons) Computer Science from Birla Institute Of Technology and Science, Pilani Dubai.

Ryan Ashby

IBM Watson Product Manager

Hafsah Lakhany

Product Manager | IBM Watson Studio Cloud

Andrew R. Freed

Technical lead in IBM Watson. Author: Conversational AI (manning.com, 2021). All views are only my own.

Lukasz Cmielowski, PhD

Senior Technical Staff Member at IBM, responsible for AutoAI (AutoML).

Isabel Kreitler

Harinarayanan Mohan

Senior Software Engineer at IBM, New York.

Marc Nehme

Tech guy living the dream, AI enthusiast, helping scale AI across the globe, making things real - MarcNehme.com

Yin Chen

Product Manager, IBM Watson Studio @IBM

David Mueller

Information developer/ elegant solution seeker @ IBM.

Scott Graham

Watson Wizard @IBM - I’m an engineer & architect working on the Voice Integration for Watson Assistant. I have a love/hate relationship with computers.

Zach Eslami

Eric Martens

Data Science and AI for IBM

Sidra Ahmed

Data Science and AI aficionado

Prerna Luthra

Software Engineer @ IBM Watson

Julia Nash

IBM Cloud Satellite Product Manager

Ronan Dalton

Architect & CTO, IBM Ireland

Javier Perez

Chief Tech Evangelist - Open Source

Kinga Parrott

Engineer. Tech Ed Evangelist@IBM (don’t know what this is?reach out). Mindfulness enthusiast. Opinions are my own.

Prem Piyush Goyal

My day job is to reason and analyze ML systems behaviour. Check out what we make: https://www.ibm.com/cloud/watson-openscale

Rishi S Balaji

Rishi is an Application Architect at IBM Cloud and Cognitive Software

Gregory Bramble

Gregory is a Research Software Engineer and AutoAI Architect at IBM Research AI, in Yorktown Heights, NY.

Mihai Sarto

Margriet Groenendijk

Geospatial Data Science

J William Murdock

I am a computer scientist in the Watson Research Center at IBM. I work on IBM Watson cloud computing AI services. http://bill.murdocks.org/

Mrudula Madiraju

Dealing with Data, Cloud, Compliance and sharing tidbits of epiphanies along the way.

Pvreddy

Developer @IBM. Machine Learning and AI aspirant.

Karuna

Blogger, Aspirer, Aware and Conscious!

Rajesh Gudikoti

I have spent 2 decades in software industry working on Java, J2EE, BPM and AI/NLP/ML. I enjoy writing articles especially on NLP.

Ravi Chamarthy

STSM, IBM watsonx.governance - Monitoring & IBM Master Inventor

Will Roberts

Rania Darwish Saleh

DevOps at IBM Cognos Analytics Interests include: DevOps, Cloud,Security, Blockchain

Alice Wang

Product Manager @ IBM Data & AI

Gustavo Arocena

I spend too much time on query engines, data architectures and data platforms. I’ll share some of what I’ve learned.

Jonathan Dunne

I work as a Data Scientist by day, and have a passion for visual story telling. I have a PhD in Mathematics and Statistics, and love watching Cricket.

John Walicki

IBM Developer Advocate - Über Geek, Family Guy. My posts are my own.

Anuj Sharma

Software Developer, Photography Enthusiast — Always Curious.

Chan Naseeb

Data Science & AI (ML, DL etc), IoT, Blockchain. AI evangelist, helping organizations to become AI & Data driven. https://www.linkedin.com/in/channaseeb/

Namit Kabra

Namit Kabra is a Software Developer for the IBM Cloud and Cognitive Software. For more, visit his personal website: https://namitkabra.wordpress.com/about/

Kevin Yu

Champion of Site Reliability Engineering and data driven discipline to improve client success and operating margins. Host of Making of the SRE Omelette podcast.

Taaj Cheema

Kelvin Lui

Technical Product Manager with relentless drive and engagement, hands-on expertise with new AI technologies and methods, and a passion for client success

Madhu Vasudevan

Engineer | Avid Reader | Cat person

Arnajdas

Praveen Devarao

CMTS @ Oracle Cloud, previously Software Architect @ IBM India Software Labs

Emanuelb

Ainesh Pandey

Ainesh is the Founding Data Product Manager for Dataherald.

Anam Mahmood

Cloud Developer Advocate at IBM

Tanveer Khan

Sr. Data Scientist with strong hands-on experience in building Real World Artificial Intelligence Based Solutions using NLP, Computer I Vision and Edge Devices.

bakagaijin

Master Inventor and AI Architect. Grew up in Japan, World Traveler. Former Navy Linguist. Interests include Music, Writing, Tech, Travel, and a Better World.

Entrepreneur. Engineer. Educator.

//va

crioulo de cova rodela

Christian Johnson

johncohnvt

Passionate Nerd ! My tweets are my own - for better or worse)

Nick Kasten

Developer Advocate @ IBM: CODAIT

Brendan Dwyer

Sam Couch

Build products. Write code. Love people.

Nick Bourdakos

Computer vision addict at IBM Watson

Romeo Kienzler

Saishruthi Swaminathan

Passionate about transforming data into useful products. Happy sharing my knowledge in data science to all!!

Luciano Resende

Tom Markiewicz

Developer relations for IBM Watson, Entrepreneur, Climber

David Taieb

Terry Antony

Shatabdi Choudhury

Drive Results with Data-Based Insights and Research/Data Scientist/PhD Student

Jerome Nilmeier

Jerome Nilmeier is a Data Scientist and Developer Advocate at the IBM Center for Open Source Data and Artificial Intelligence Technology (CODAIT).

Svetlana Levitan

Open for new opportunities. A software engineer, data scientist, and technical lead for many years. Meetup organizer, conference presenter, inventor, mentor.

Ahmed Abdellatif

Data Science & AI Technical Specialist at IBM

Vincent Cheng

Data & AI Technology Specialist at IBM interested in: Technology, analytics, design and entrepreneurship

Julianna DeLua

Expert on the use of artificial intelligence and analytics to drive growth and reinvent business. Original, independent thinker with relentless execution

Casey Duong

Aspiring Product Manager | Data Science Student with a Creative Streak

Carson Masterson

Technology, coffee, and travel enthusiast.

Joe Cropper

Passionate about the intersection of technology and business to make the world a better place. Oh, and cars too! Opinions are my own.

Sachin Prasad

Sachin’s day job includes helping customers build smart apps infused with AI to solve complex problems in a more sustainable way.

Virginie Grandhaye

Pat O'Sullivan

Senior Technical Staff Member with IBM. A Data Architect with a background in Data Models, Business Glossaries, Data Governance and Data Management.

Fred Reiss

Fred Reiss is a Principal Research Staff Member at IBM Research and Chief Architect at IBM’s Center for Open-Source Data and AI Technologies (CODAIT).

Ratul Sarkar

Management | History Buff | Music Lover | Home Chef

Oscar D. Lara Yejas

Senior Data Scientist, IBM Machine Learning Hub. The opinions expressed are my own and don’t necessarily represent those of IBM. @larayejas

Bryan Cutler

Software Engineer at IBM - Center for Open-Source Data & AI Technologies (CODAIT)

Demi Ajayi

Product Manager: IBM Watson Natural Language Understanding

Harris Yang

Data Scientist in IBM Data & AI Center of Center of Competency

Rohit Rawat

Software Developer @ IBM

Thanh Lam Hoang

Gabriele Picco

Research Software Engineer at IBM. Passionate AI, NLP, Blockchain and Game Development. gabrielepicco.github.io

Linsong Chu

Michael Baessler

Software architect, leading global development teams to deliver complex data analytics capabilities, architected to support enterprise scale performance.

Lena Woolf

Governance, Data and AI, Information Management, Inclusive Workspace, Innovation

Lara Lewis

Thiago Pires

Data Scientist at IBM

Mohammed Alhamid

PhD, working on Machine Learning and AI

Mitchell Bernstein

Cheryl G. Howard

Principal Data Scientist at IBM Cloud & Cognitive Expert Labs. All views are my own.

Yuce Dincer

Sr. Data Scientist @ IBM - Chief Analytics Office

Olivia grows dev communities around building the best possible future for AI. At IBM, she’s creating tools to make AI easier to build and more trustworthy.

Payal Patel

Data & AI @ IBM | MS Analytics, NCSU | BS Information Science, UNC-CH

IBM Community

Alexander Polus

Product Management @ IBM

AI Governance @ IBM

Applied data scientist with a strong interests in algorithmic fairness and its societal impact. Interdisciplinary academic background in stats and fair ML.