Gaganjot Kaur Kang
Sony Interactive Entertainment (PlayStation), Staff Software Engineer
San Francisco, California, United States
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Gaganjot Kang is a Staff Software Engineer at Sony PlayStation, where she designs and builds large-scale backend systems for AdTech, personalization, and cloud gaming. Her work spans high-performance APIs, real-time data platforms, and ML-integrated services that power impactful experiences for millions of users.
Area of Expertise
Topics
Crafting Real-Time Personalized Game Highlights using AI with AWS
AWS Summit Los Angeles 2025:
In today's dynamic gaming landscape, delivering personalized content is key to enhancing viewer engagement for the content creators and streamers. This session focusses on constructing an end-to-end, scalable pipeline that automatically generates personalized game highlight reels using AWS's robust suite of services including Amazon Kinesis, Amazon Rekognition, Amazon Bedrock, etc. Attendees will gain insights into the methodologies behind real-time event detection, contextual analysis, integrating real-time video processing, machine learning, and scalable cloud infrastructure to transform raw gameplay footage into engaging, personalized highlights.
GenAI game coach: Real-time gameplay feedback
AWS ReInvent 2025:
What if your gameplay footage could talk back and tell you how to improve? In this Dev Chat, I’ll walk through how I built a lightweight GenAI-powered system that watches short clips of your gameplay and gives real-time coaching feedback in natural language. No SDKs, no engine mods, just video, voice, and AWS. Using a combination of Amazon Rekognition for visual cues, Amazon Transcribe for in-game voice analysis, and Amazon Bedrock for feedback generation, this system turns raw gameplay into structured insights. You’ll learn how to combine multimodal data (frames, audio, context) and prompt engineering to build an interactive review.
Building a Future-Proof Tech Stack: Balancing Innovation and Stability
DeveloperWeek Leadership Summit 2025:
This session will explore strategies for creating a technology stack that balances the need for innovation with the importance of stability. Attendees will learn how to evaluate emerging technologies, assess their long-term viability, and integrate them without compromising system reliability. Key considerations will include adopting flexible architectures, managing technical debt, ensuring scalability, and selecting tools that can evolve with changing business requirements. The session will offer practical insights on how to make informed decisions that keep teams agile while preparing for future challenges.
Designing Cloud-based Real-time Data Analytics Pipelines at Scale
Dev Innovation Summit 2024:
This session is designed to provide a comprehensive framework for developing real-time data analytics and data processing pipelines and to explore the cloud-based technologies that facilitate this process like AWS Timestream, and AWS S3. The agenda includes:
- An overview of the general architecture of real-time event processing systems
- The role and importance of technologies such as Apache Kafka, Apache Flink, AWS Timestream, AWS S3, and others in this architecture
- Addressing challenges in data processing, including state management, event-time handling, and job monitoring
- Real-world applications, such as metric aggregation over a time window and real-time computation of product prices and discounts
Optimizing Performance and Scalability Through Effective API Design Principles
API World 2024:
This session is geared towards equipping software engineers, technical managers, and business owners with an in-depth guide to optimizing API performance. Attendees can expect the following key takeaways:
- Explore fundamental principles and top practices to grasp the importance of API performance optimization.
- Acquire knowledge of API architecture patterns through real-world examples, aiding in the development of data-intensive applications.
- Discover strategies for bolstering the speed, scalability, and reliability of APIs.
How we built a Personalized Ecosystem to Create Pure Joy for 100+ Million PlayStation Users
Women in Tech Global Conference 2024:
Since its inception in 1994, Sony PlayStation has garnered a dedicated user base of over 123 million individuals. Today, with 60-80 million monthly active users on our platform, and a surge during peak holiday seasons, we are committed to providing highly personalized and engaging experiences to our passionate gaming community. This dedication is fueled by our robust machine learning models, experimentation platforms, and real-time data analytics systems, all geared towards catering joy to our users.
This session aims to provide valuable insights into advanced technologies, data-driven insights, innovative strategies, and the transformative power of personalization in the gaming landscape. The attendees will walk away with an overview of the architecture of real-time ML-driven personalized systems.
Game Design & Development: Helping Women in Gaming Reach the Next Level
Women Impact Tech, Accelerate Conference 2024, Seattle, USA
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