• Developed a lightweight Console Application on-the-fly, leveraging MongoDB’s ChangeStream to automatically detect and index changes in ElasticSearch, ensuring near-real-time data streaming and enhancing data reliability.• Pioneered the firm’s efforts in working with ElasticSearch and MongoDB, conducting extensive research and developing a solution that became a knowledge base for the entire team and future projects.• Developed a LLM-powered intelligence chat solution with Azure OpenAI, Document Intelligence, and Cognitive Search to enable swift interaction with documents and SQL data through tailored infrastructure and deployment.• Leveraged Azure BICEP to automate deployment, configuration, and networking of 10+ resources.• Enhanced chat intelligence and document retrieval accuracy via prompt engineering and search optimization.• Took leading role end-to-end design, development, and deployment of a .NET Function App-based data processing tool, automating ETL processes for efficient and accurate data ingestion.• Implemented fault-tolerant data architecture with Azure, managing large data volumes and enhancing accessibility• Worked directly with clients to create intuitive and user-friendly UIs using Blazor, enabling seamless interaction with complex data systems and enhancing user productivity.• Collaborated with cross-functional teams to gather requirements, translate business needs into technical specifications, and create a robust data model that aligned with the client’s objectives.• Developed custom data integration solutions using Azure Logic Apps, enabling seamless connectivity between various data sources and optimizing data synchronization.• Led code reviews and technical guidance, enhancing knowledge sharing and boosting team efficiency by 20%.

• Used Excel to collect, label, and verify thousands of data entries. • Identified, reported, and documented irregular cases and recommend resolutions.

Expanded the club’s network of sponsors and speakers 3-fold by building relationships with executives and professional from Toronto, Los Angeles, Budapest, and Kuala Lumpur• Built an KPI system with biannual dashboards to boost internal engagement by 21%.• Led 3 diverse teams to take initiatives to create 5 successful educational conferences with 150+ total attendees.

• Enabled robust MongoDB documents retrieval by designing and building an ElasticSearch Search Engine with an average response time of less than 0.0002 seconds per query.• Automated carbon-footprint categorization of 3500 products in 1.5 minutes using a multi-technologies solution (Heroku, Python API, REST API, ElasticSearch, Docker).• Build a Ranked Search Engine API to match client's products with our database in Python• Create a database of manipulable Inverted Indexes using Data Mining knowledge• Design A/B tests to measure our methodologies effectiveness

• Performed financial risk management with ACL Analytics by consolidating and manipulating data in millions of entries in a bank’s accounting records.• Detected and removed 4 high-risk cases in a client firm’s IT system to reduce operational risk by consolidating 3 different data sources and analyzing thousands of entries in their databases.• Enabled a world-leading entertainment firm to monitor the music industry by consolidating data from Naver’s Cloud and creating 10 comprehensive weekly performance charts with 100% accuracy.• Consistently delivered results with 100% accuracy for 3 parallel assignments in a fast-paced, deadline-focused environment