Kamil Arif.Kamil Arif.

Artemis Network Planning

• ▸Build algorithms that search for cost-effective L2/L3 network topologies subject to hard engineering and latency constraints.
• ▸Finalized plans now cover regions servicing 12.4M people, with $60M in confirmed cost savings to date.
• ▸Work directly with network operations at several levels to pin down real requirements and anticipate failure modes before they reach the plan.

IPSEA — Technical Development Program

• ▸Developed an IP reallocation algorithm with $9M in theoretical savings, freeing over 300K addresses.
• ▸Refactored the team's data pipelines for better parallelization and use of provisioned compute.
• ▸Built anomaly detection over backbone DNS server metrics to catch cyberattacks and infrastructure failures, and laid the foundation for the frontend team's dashboard.

CS 370 — Intro to AI / Data Mining

• ▸Graded assignments for a senior-level data mining course — 228 students across 3 semesters.
• ▸Worked with a team of graders and the professor to keep standards consistent.
• ▸Took an active role in helping students learn from mistakes and build real intuition for AI/ML concepts.

Cancer Cell Classification

• ▸Differentiated cancerous cells from debris in dyed microscope slides, owning collection, annotation, training, and testing.
• ▸Reached 89% detection accuracy on a limited dataset by fine-tuning a ResNet-50.
• ▸Set up documentation for every deliverable at the end of the internship.