Nirmal Patel

Nirmal Patel Email and Phone Number

AI | Education | Smart Paper | Playpower Labs | Tech for Good @ Smart Paper
Nirmal Patel's Location
Gujarat, India, India
About Nirmal Patel

Hi, I'm Nirmal, CEO of Smart Paper and Chief Data Scientist at Playpower Labs. I'm an EdTech innovator with 15 years of experience across computer science, data science, digital learning science, and AI. I have worked on many edtech products in various capacities throughout my career. I work with a highly skilled team of researchers and programmers to create edtech products and provide services in AI & Digital Education.My latest venture Smart Paper is enabling cost-effective and eco-friendly measurement of student outcomes at scale. Smart Paper has impacted nearly 5 million learners in India. Handwritten learning data from paper provide unforeseen insights into students' thought processes and problem-solving skills. Smart Paper is available as an API. Learn more at www.smartpaperapp.comPlaypower Labs is a Technology & Design Consulting Company that has offered education technology solutions to some of the biggest education organizations in the world, including India's Ministry of Education. We have completed over 50 successful projects with different clients. My team and I specialize in many types of educational data and have capabilities in data engineering, statistical analysis, machine learning, and artificial intelligence. Visit www.playpowerlabs.com to learn more about our work.I also work actively in the Learning Engineering domain. We are developing educational games and improving them via iterative A/B testing. A game called Battleship Numberline, co-developed by myself and several colleagues over the years, has produced scientific research on motivation in online learning and how various game design factors affect learning outcomes in the digital domain. The game teaches learners how to identify fractions, whole numbers, and decimals on a numberline, and develops number sense.I also contribute to UpGrade, an open-source A/B testing tool for education, aiming to improve EdTech platforms through data, evidence, and machine learning. Learn more at www.upgradeplatform.orgI started my tech journey at as DevOps engineer by becoming a RedHat Certified Engineer in 2008.More about me at www.nirmaljpatel.com

Nirmal Patel's Current Company Details
Smart Paper

Smart Paper

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AI | Education | Smart Paper | Playpower Labs | Tech for Good
Nirmal Patel Work Experience Details
  • Smart Paper
    Co-Founder And Ceo
    Smart Paper Jun 2020 - Present
    Gandhinagar, Gujarat, India
    Smart Paper, is designed to digitize and analyze formative learning data on paper resources that students use every day. Our technology can convert existing workbooks and worksheets into smart-scannables that can give immediate feedback to students, and reduce the evaluation workload for teachers. To learn more about our work, please visit https://hellosmartpaper.com
  • Playpower Labs
    Chief Data Scientist & Learning Engineer
    Playpower Labs Aug 2016 - Present
    Gandhinagar, Gujarat, India
    I lead the data science team at Playpower Labs. We are one of the most dynamic groups of educational data experts in the world, open to helping wonderful learning companies. We currently work with some of the biggest education organizations in the world.My team and I work with many different types of educational data. Examples include event data, assessment data, intelligent tutor data, user behavior data, web analytics data, license and entitlement data, roster data, eText data, item response data, time-series data, panel data, hierarchical data, skill and standard data, assignment data, knowledge structure data, school demographic data, reading passage data, student handwriting data (images), speech data, and more. We have developed expertise in analyzing and modeling these different types of data.For learning analytics, we primarily use data transformation and visualization to find useful insights from the data. Our focus is always on getting actionable pieces of information from the data. We also use various statistical models (regression, SEM, hierarchical models) and computational models to get more value out of the data. We know how to work with text data using NLP methods, we have computer vision capability to work with all types of image data, and our recent work also includes neural network speech models. Our special expertise is around Process Analysis of educational data, where we work to uncover hidden learning teaching processes in the data.Our work has won multiple awards. - We won #2 place in the international NAEP data mining challenge co-sponsored by ETS against 89 global teams in 2020 - Our research in Curriculum Analytics field won us the best-short-paper award at the Intelligent Tutoring Systems Conference in 2018We believe in doing research that directly impacts human problems, and we continue to do rigorous research that is practical and valuable.Google Scholar: https://scholar.google.com/citations?user=TIsCIPUAAAAJ&hl=en
  • Playpower Labs
    Lead Learning Engineer
    Playpower Labs May 2012 - Jun 2015
    Gandhinagar, Gujarat, India
    I built the founding learning engineering and continuous improvement technology for our startup. Two main lines of work where I led technical innovations were:- Infrastructure for large scale online RCTs in educational games- An MVC framework to develop educational gamesMy colleagues and I have conducted several large-scale RCTs in online math games. Our work has revolved around game design optimization using data. One of our experiments also used reinforcement learning to automatically improve an educational game design. Another one of the experiments led to a discovery that novelty and challenge also have an inverted-U relationship with motivation and engagement measures.My game development technology was at the core of most of our Flash-based games. I developed an MVC framework to build educational games. This framework was designed in AS3 and used PureMVC implementation. We ended up using this architecture in most of our games, and we continued to use the nomenclature in this framework for nearly 5 years.
  • Human-Computer Interaction Institute - Carnegie Mellon University - School Of Computer Science
    Learning Engineer
    Human-Computer Interaction Institute - Carnegie Mellon University - School Of Computer Science May 2013 - Jul 2013
    Pittsburgh, Pennsylvania, United States
    I worked with Dr. Ken Koedinger and my colleague Derek Lomas to design learning science experiments in our flagship fraction estimation game Battleship Numberline. We deployed these experiments in a Pittsburgh school and collected data from close to 200 students.
  • Playpower Foundation
    Game Developer
    Playpower Foundation Dec 2010 - Apr 2012
    Gandhinagar, Gujarat, India
    At Playpower Foundation, I developed several award-winning edtech applications. The most notable one of them is Battleship Numberline, which has been played by children across the world millions of times and has been a subject of extensive scientific research.We won the National STEM Game Competition in 2011, where I led the game development.We also won a grant from Marvel where I developed an iPad version of the Battleship Numberline game.
  • Self-Employed
    Devops Engineer
    Self-Employed Nov 2008 - Dec 2010
    RedHat Certified Engineer. Engaged in problem-solving with other open-source enthusiasts and offered free help to people with Linux servers while in school.

Nirmal Patel Education Details

Frequently Asked Questions about Nirmal Patel

What company does Nirmal Patel work for?

Nirmal Patel works for Smart Paper

What is Nirmal Patel's role at the current company?

Nirmal Patel's current role is AI | Education | Smart Paper | Playpower Labs | Tech for Good.

What schools did Nirmal Patel attend?

Nirmal Patel attended Dhirubhai Ambani Institute Of Information And Communication Technology.

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