Dilara J. Leamen
AI & Machine Learning Developer
Toronto, Canada
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Dilara is a Computer Science student and technology professional with experience across software development, data analysis, cybersecurity, natural language processing, cloud computing, and systems optimization.
Area of Expertise
Topics
Kyndryl Agentic Framework (KAF): Accelerating Data Estate Modernization with AI-Powered Automation
Organizations are under pressure to modernize legacy data estates while reducing risk, cost, and delivery timelines. Learn how the Kyndryl Agentic Framework (KAF) provides a repeatable and scalable approach for accelerating data modernization initiatives, including business case development, TCO analysis, data warehouse migration, ETL modernization, and reporting transformation to cloud-native data platforms.
By leveraging AI-powered accelerators across assessment, dependency analysis, code conversion, testing, optimization, and governance, KAF automates key migration activities and improves consistency throughout the modernization lifecycle. This session demonstrates the framework, delivery methodology, governance model, and agentic accelerators that enable organizations to accelerate migration outcomes, reduce technical debt, lower delivery risk, and establish a future-ready foundation for analytics, data-driven decision making, and AI innovation.
SUSTAIN: Building Environmentally-Friendly AI
Artificial Intelligence is powerful, but it’s also energy-intensive. Every AI query consumes compute power, contributing to environmental impact. SUSTAIN is an environmentally-friendly, token-optimized AI wrapper designed to reduce compute costs and increase efficiency.
By intelligently filtering irrelevant words from user prompts, SUSTAIN minimizes token usage, reducing energy consumption while maintaining high-quality AI-driven results. The result is faster responses, lower API costs, and a reduced carbon footprint.
In this session, we’ll explore:
- How AI token usage impacts energy consumption
- The mechanics of SUSTAIN’s Token Optimization Pipeline
- Techniques to optimize AI queries for efficiency
- A live demonstration of SUSTAIN in action
- The benefits of deploying AI applications on Azure for sustainability
Join us to learn how developers, enterprises, and researchers can leverage AI responsibly, without sacrificing performance.
Career/Personal Journey. Requires a display for a presentation. Initially presented at Global AI Bootcamp 2025. For technical and business professionals.
Building your Brand from the Inside Out: Dilara J. Leamen
Discover how to uncover your unique strengths and transform them into professional superpowers! Explore practical strategies for personal branding, confidence-building, and showing up authentically in your career.
Career/Personal Journey. Requires a display for a presentation. Initially presented at Hack the Valley X Women in Tech Summit presented by AWS. For students/young professionals.
Kyndryl Agentic AI Framework
This session introduces students to Kyndryl’s perspective on Agentic AI and its growing role in enterprise environments. We explore how autonomous, goal-driven AI systems are transforming operations, decision-making, and digital infrastructure across industries. Students will gain insight into how agentic AI moves beyond simple prompt-based tools toward scalable, production-grade solutions that drive measurable business value. Designed for future technologists and business leaders, this session bridges academic learning with real-world enterprise expectations, preparing students to contribute meaningfully in AI-driven organizations.
Requires a display for a presentation. Initially presented at HackHive 2026 with Kyndryl Canada. For students/young professionals.
GitHub Universe 2026 Upcoming
Global AI Bootcamp 2025 - Toronto Area - Microsoft Canada Toronto HQ Sessionize Event
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