Dwaipayan Roy

Dwaipayan Roy Email and Phone Number

AI Engineer Intern @ Meriton
Richardson, TX, US
Dwaipayan Roy's Location
Richardson, Texas, United States, United States
About Dwaipayan Roy

Greetings, and welcome! I am Dwaipayan Roy, specialized in Business Analytics, Data Science and AI, my passion is turning data into knowledge and knowledge into insights-driven strategies to boost business development and solve complex challenges. My journey in analytics has been driven by a continuous pursuit of knowledge and eagerness to tackle intricate problems.Data-based facts over opinion is my guiding principle. As a Consultant Data Scientist in Fractal.ai, I harnessed my expertise in the field of analytics to enable a top interactive entertainment company understand the sales and engagement impact of various functional components of their business from raw data, and in turn implement optimum strategies to maximize their profits. With a keen eye for details, I have leveraged my business acumen and problem-solving to extract and dissect intricate business requirements and design solutions for clients in heath care, finance and automotive sectors my roles as a Business Analyst at PwC.Collaboration is at the heart of my work ethics. At PwC, I have been fortunate to have the experience of working with a cross-functional team of over 135 members across 12+ geographies, understanding the dynamic demands, aligning on goals and optimizing the project flow through effective cross-team communication and problem solving, enhancing overall project efficiency and team collaboration. As an analyst, my communication skills enabled me to spearhead leadership interactions and make complex technical concepts and insights accessible and meaningful to non-technical stakeholders.My industry implemented skills encompass a wide array of tools and languages like Python, SQL, Snowflakes, Java, MS Power BI, Qlik Sense, Office 365, and leading technologies including Machine Learning, Statistical Analysis, Big Data, Causal Analytics, and more. The amalgam of technical proficiencies with business oriented expertise, management methodologies, project planning, and communication, sets me apart.I aspire to be a leading expert in the field of Data Science and Analytics, striving to make significant and meaningful impacts. The prospect of partnering with exceptional minds in business and analytics fills me with excitement.Whether you're interested to delve into the world of analytics, utilize my experiences and skills, or simply discuss shared passions like chess, photography, and cooking, I invite you to connect. Let's join forces to drive positive changes and build successful pathways.

Dwaipayan Roy's Current Company Details
Meriton

Meriton

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AI Engineer Intern
Richardson, TX, US
Dwaipayan Roy Work Experience Details
  • Meriton
    Ai Engineer Intern
    Meriton
    Richardson, Tx, Us
  • Fractal
    Data Scientist (Consultant)
    Fractal Jul 2022 - Aug 2024
    Bengaluru, Karnataka, India
    - Developed a Causal Inference model and KPIs to help a leading digital entertainment technology client understand the impact of Tournaments held on their consoles, showing that the Tournaments generated $30M in incremental revenue and 4M hours in incremental engagement.- Utilized various statistical methodologies like KS-tests, ECDF charts, etc. to infer accuracy of models.- Developed and automated pipelines for various projects including customer segmentation, retention rate analysis,… Show more - Developed a Causal Inference model and KPIs to help a leading digital entertainment technology client understand the impact of Tournaments held on their consoles, showing that the Tournaments generated $30M in incremental revenue and 4M hours in incremental engagement.- Utilized various statistical methodologies like KS-tests, ECDF charts, etc. to infer accuracy of models.- Developed and automated pipelines for various projects including customer segmentation, retention rate analysis, sales and engagement prediction, customer analytics, etc..- Utilized large number of tables containing up to 12 billion data points and 1500+ columns to derive meaningful insights.- Developed an end-to-end automated pipeline to calculate retention rates for 36 unique cohorts and suggested target specific marketing strategies to the client, increasing retention of highly engaged cohorts by 12% and casual cohorts by 7%.- Developed fraud detection systems for a top digital entertainment technology client that flagged cheating players in console tournaments, preventing a loss of $1M in gaming add-ons, protecting the client's reputation and ensuring fair play for all participants.- Analyzed the impact of media usage on sales and game playtime using a multi-level Double Machine Learning based Causal Inference model. This analysis enabled the client to understand the casual impact of different product domains on each other and on different customer cohorts and implement informed and targeted marketing strategies, leading to a 15% increase in customer acquisition.- Led client interactions, defined analytical needs, generated insights and communicated them to non-technical audiences using comprehensive decks and data storytelling.- Developed extensive dashboards in MS Power BI and QlikSense for key metrics, insights, retention rates, and tracking automation loads.- Conducted interviews of candidates for similar profiles and mentored freshers in skill development and team integration. Show less
  • Pwc India
    Associate Business Analyst
    Pwc India Sep 2020 - Jul 2022
    Kolkata, West Bengal, India
    - Gathered and analyzed complex business requirements and delivered Salesforce-based solutions in the scope of Financial/Automotive Sales enablement, vehicle lifecycle steering and vehicle re-marketing capabilities.- Designed and implemented a Salesforce-based solution to a leading Health Care Service client to automate the routing and management of large volume of incoming emails, leading to a 65% reduction in manual labor.- Created and maintained comprehensive documentations of… Show more - Gathered and analyzed complex business requirements and delivered Salesforce-based solutions in the scope of Financial/Automotive Sales enablement, vehicle lifecycle steering and vehicle re-marketing capabilities.- Designed and implemented a Salesforce-based solution to a leading Health Care Service client to automate the routing and management of large volume of incoming emails, leading to a 65% reduction in manual labor.- Created and maintained comprehensive documentations of functional components of the project on Confluence, providing a central repository for important information and allowing easier collaboration and progress tracking.- Collaborated with a diverse team of 135 members, facilitated cross-team communication and optimized the project flow, resulting in a 30% reduction in sprint time.- Developed dashboards and reported key quality metrics, ensuring adherence to project timelines and quality standards.- Provided weekly updates and maintained effective communications with stakeholders and upper-managements.- Prepared reports and dashboards from Salesforce database for client's asset tracking and re-marketing.- Developed and executed comprehensive test-cases to ensure the quality of project deliverables.- Conducted cross-team training sessions, encouraging multi domain skill development for members from different teams and enhancing overall team quality and awareness. Show less
  • Bharatiya Nabhikiya Vidyut Nigam Limited
    Research Intern
    Bharatiya Nabhikiya Vidyut Nigam Limited May 2019 - Jun 2019
    Tamil Nadu, India
    - Recreated parts of a sodium nuclear reactor on Solidworks to determine its Eigen frequency to detect flaws by matching with experimental values.- Used regression to predict natural frequencies from physical and dimensional parameters of reactor components.

Dwaipayan Roy Education Details

Frequently Asked Questions about Dwaipayan Roy

What company does Dwaipayan Roy work for?

Dwaipayan Roy works for Meriton

What is Dwaipayan Roy's role at the current company?

Dwaipayan Roy's current role is AI Engineer Intern.

What schools did Dwaipayan Roy attend?

Dwaipayan Roy attended The University Of Texas At Dallas, Jadavpur University.

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    Postdoctoral Researcher At Gesis - Leibniz-Institut Für Sozialwissenschaften
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