Timeline

Designed and evaluated a hybrid scheduling strategy for mixed GPU/CPU workloads, reducing tail latency ~18% in synthetic pipeline benchmarks.

Led architecture for a columnar ingestion and transformation layer; introduced vectorized parsing and micro-batching yielding ~2.3x throughput over baseline.

Presented regional research results with focus on scalable parallel algorithms.

Completed academic term at University of Toronto focusing on parallel computing, distributed systems, and advanced compiler design modules.

Implemented and benchmarked a lock-free work stealing queue variant for irregular parallel tasks; improved throughput vs baseline randomized steals.

Achieved AWS Security Specialty – advanced cloud threat modeling, IAM boundary design, encryption posture.

Recognized for driving performance culture: systematic profiling, CI perf gates, and architectural reviews for scalability.

Validated expertise building serverless and containerized workloads (Lambda, ECS, CI/CD) on AWS.

Achieved C2 (CEFR) level English proficiency – near-native fluency supporting research collaboration and technical publication.

Certification focusing on resilient, cost-optimized, and secure cloud architectures (VPC, scaling, storage).

Measured performance trade-offs of Raft vs Multi-Paxos under bursty write patterns; produced internal guidance report.

Foundational AWS certification covering core services, billing, shared responsibility, and global infrastructure.

Presented case study on Rails performance scalability improvements at WSCAD 2021.

Released reproducible benchmarks and analysis scripts for parallel pattern evaluation.

Developed cache and NUMA latency microbenchmarks; informed later scheduling heuristics used in research prototypes.

Assisted in advanced algorithms course (flows, DP optimizations, complexity). Mentored 30+ students on problem-solving strategies.

Started core coursework in discrete math, data structures, and computer architecture.

Wrote initial scripts—ignited curiosity about how software layers communicate.