Harshit Daga Email & Phone Number

California, United States

Nokia Strategy And Technology Venture Incubator

Part of Nokia Strategy and Technology Venture Incubator. Currently, building a distributed management software platform utilizing streaming technology and edge intelligence to manage the flows of energy from generation, load and storage.

We are building a platform that's set to transform AI inference and solution development. Our goal is to make life easier for developers and businesses by simplifying the often complex process of deploying and managing AI models. We've developed a strong, user-friendly platform that supports every stage of AI development. By removing the need to juggle.

Greater Atlanta Area

• Designed and evaluated system for machine learning models in a resource constraint edge environment.
• Developed systems and frameworks that facilitate knowledge transfer, reduce data movement costs, and improve adaptability in resource-constrained edge environments.
• Conceived orchestration service that determines the learning technique at a node.
• Designed a new abstraction to connect learning components for flexible and extensible machine learning systems.
• Developed a fast, extensible, and easy-to-use framework for evaluating the benefits of MEC for different edge deployment models, configuration and functions.Publications -- SoCC’23: Flame: Simplifying Topology.

• Founding President and member of School of Computer Science Graduate Student Association.
• Initiated the creation of Welcome Event for incoming and current graduate students, initiated a Poster competition to enhance collaboration and knowledge exchange, and organized an Annual Gala to commemorate the.

Emerging Technologies And Incubating Cisco

• Designed and developed Flame (open-source) machine learning system to address the lack the flexibility and extensibility necessary to customize the topology of a machine learning deployment.
• Enables flexibility of the topology configuration of machine learning applications around the specifics of a particular deployment context and is easily extensible to support any architectures.
• Granted 2 US Patents - US20230281502A1 - Dynamic topology reconfiguration in federated learning systems - US11822976B2 - Extending machine learning workloads

• Organized community building activities to engage ~7,000 on-campus graduate students and improve their work-life balance.
• Secured sponsorship for the events from 35 different funding sources and increased it by 125% from the past year.
• Improved student involvement by more than double.
• Conceived ‘Illuminate Tech’, a series of talks envisioned to inspire and motivate the Georgia Tech community
• Received 3rd place for Teams for Tech IDEAS Competition for ‘Snuggle and Cuddle with Pets’ idea, which was aimed at alleviating the increasing mental stress among students by bringing a petting farm to campus biweekly..

County Dublin, Ireland

• Architected responsive system for collaborative machine learning with dynamic on-demand knowledge transfer capability from collaborators and adaptability to characteristics of deployment.
• System adapts to changes faster (3x), reduces model size (5.7x), (re)training time and total data transfer (1500x).Publication
• Cartel: A System for Collaborative Transfer Learning at the Edge Cloud (Paper & Poster) SoCC’19
• Cartel: Collaborative Edge Learning (PhD Forum) SEC’18

Atlanta

• Responsible for data analysis and construction of an automated process to increase the accuracy of NAICS code assignment for the company.
• Created the software base for the automation process and algorithm for NAICS code assignment.

Hyderabad Area, India

• Developed micro-services for players registration, account related difficulties, verification and responsible gaming.
• Created the players account infrastructure and services for reentry of PartyPoker in US Regulated Markets as part of the team.
• Supported the value chain – product roll out and post production support.
• Identified and improved the performance of existing services by converting them into micro-services using code refactoring and integrated automated testing.
• Awarded Exceptional Retention Award given by the parent company Bwin.Party for extraordinary contribution towards the Company.

Hyderabad In

Doctor Of Philosophy (Ph.D.), Computer Science

Dissertation: System support for Collaborative Learning in Distributed Edge Cloud Environment • Developed systems and frameworks that.

Bachelor Of Technology (Honours) In Computer Science And Engineering, Honours Cloud Computing