Python/Angular, AWS full-stack. Zaidyn team.Individually researched and prototyped a dashboard using a variety of generative AI models on AWS (Lambda, Bedrock) for improved zero-shot cross-context text summarization.Built Angular webpages and pipelines for Pharma data visualization and analysis, boosting retention and product appeal for new Fortune 500 clients.Built big-data streaming and distributed computing pipeline on AWS (Kinesis, EMR, Hadoop) with CloudFormation templating for improved client data ETL.

C++/Python routing and network switch CLI. ASIC library encapsulation team.Individually developed network switch CLI commands to asynchronously query information on routes in the forwarding tables across VRF instances, improving routing telemetry data.Prototyped efficiencies to routing table adjacency trimming by consolidating optimizations done during next-hop creation and interface-down adjacency review.Built test framework features detecting tight-loops in tasks of ASIC platform agents at runtime.

Java/JavaScript/React full-stack. Netsuite product.Planned architecture of and implemented objects/services for a new data storage (UMD) and manipulation pipeline; wiring (Guice), persisting, and exposing SQL entries to perform Oracle Netsuite platform rewrite.Built frontend pages (React/Preact) along with necessary data pipeline services and endpoints, researching and implementing UMD record querying for request validation.Wrote and maintained unit, integration, and mutation tests (JUnit, Mockito, PIT).

Java/SQL full-stack. Netsuite product.Individually wrote and upgraded endpoints to fetch and manipulate SQL data.Implemented scheduled SQL tasks and contributed to a web-based frontend (UIF, JS), delivering continuous features for client requests.Wrote and maintained unit/integration tests (JUnit, Mockito).

C# backend migration, ELK stack.Individually upgraded the backend codebase of a data consolidation platform (ELK Stack, Akka.NET), migrating between major versions of Elasticsearch and creating new data visualization options.Wrote and maintained integration/regression tests (Moq).

C++ backend, OS memory management.Individually developed a feature detecting the memory-mapped compiled bitness for Windows binaries, improving app migration success rates across Windows OS of varying architectures.Individually developed a native file and registry rehosting service migrating between matching OS, working with kernel interfacing Windows API to query services, registries, and binaries.

Python/C# NLP, data preprocessing.Researched and prototyped improvements (GRU, ELMo word embedding, attention layers) to an NLP ML model (Keras, Tensorflow), improving sentiment analysis of emails.Wrote a custom JSON parser and email tokenizer to enable training data transfer/generation.Generated C# classes (T4 text templates) for dynamic JSON parsing.

Developed and maintained the pathfinding and path correction PID algorithm for the autonomous vehicle.

Competed at the provincial level for two years. DECA is an industry-focused competition in various fields of business including management and administration, hospitality and tourism, sports and advertisement and many more.