Expertise
AI/ML Engineering
Expertise in designing and deploying advanced AI solutions, including large language models (LLMs), Retrieval-Augmented Generation (RAG) systems, and multi-agent architectures.
Knowledge Graph & Data Systems
Proficient in building AI-driven knowledge graphs, data modeling, and robust data processing pipelines using various database technologies and cloud services.
Full-stack Development & Architecture
Skilled in full-stack development, designing distributed systems, and building web and desktop applications across diverse tech stacks.
Project Leadership & Mentorship
Demonstrated ability to lead cross-functional teams, drive projects to completion, and mentor new team members to enhance capabilities and foster knowledge sharing.
Projects
AI-driven Internal Knowledge Graph
Constructed the company's 'internal mind' and enabled efficient AI querying and data processing.Led the development of Klarna's AI-driven internal knowledge graph, centralizing and optimizing access to organizational knowledge. Implemented advanced AI solutions using Python, React, Neo4j, and multi-agent systems for efficient AI querying and data processing.
AI Tools for HR Functions
Enhanced HR capabilities and project delivery through mentorship.Developed advanced AI tools for HR functions utilizing Python, Langchain, vector databases, and graph databases. Facilitated the creation of dynamic and scalable AI solutions through expertise in multi-agent systems.
KYC Record Generation System
Led the upgrade to a fully automated, event-based system for customer due diligence communication.Developed an end-to-end system for generating KYC (Know Your Customer) records, ensuring data integrity by integrating multiple data sources. Utilized AWS Glue, Athena, Lakehouse, and Kafka to build robust and scalable data processing pipelines.
Timeline
Recognized with the Klarna CBR award for exceptional contribution and impact on critical company initiatives.
Led the development of Klarna's AI-driven internal knowledge graph, centralizing organizational knowledge.
Assumed a mentorship role, guiding new team members and fostering knowledge sharing within the People AI Team.
Led the upgrade of a foundational script to a fully automated, event-based system for customer due diligence communication.
Achieved 6th place in the ACM-ICPC local contest.
Achieved 5th place in the ACM-ICPC local contest.