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aiskakov28/README.md

Abylay Iskakov

Software engineer focused on distributed systems, databases, and cloud infrastructure.

Software Engineering Intern at Amazon Web Services in 2026. I build systems around database infrastructure, concurrency, reliability, and correctness.

Currently building Calve, a Jepsen-style correctness tester for Apache Iceberg REST catalogs. Calve has uncovered concurrency bugs across Apache Iceberg/Hive, Apache Polaris, Lakekeeper, and Nessie, with findings leading to upstream reports, fix PRs, and maintainer patches.

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Amazon Web Services

Software Engineering Intern · Jun-Aug 2026

  • Built application-consistent database cloning across multi-disk EBS volumes, reducing copies that took hours to near-instant clones.
  • Engineered failure-safe cloning while minimizing write disruption to live databases.
  • Built an AI diagnostic agent for on-call engineers that validates proposed root causes against observed evidence.

Distributed-systems correctness testing for Apache Iceberg REST catalogs

Calve sends concurrent commits through real catalog implementations, injects network and process failures, records the raw HTTP history, and replays that evidence offline against correctness models.

6 workloads · 5 open-source catalogs · 6 fault types · standalone reproducers for every finding

Selected impact

  • Apache Iceberg / Hive: reproduced an acknowledged lost-update bug where both concurrent transactions return HTTP 200 but one update disappears · iceberg#18758
  • Lakekeeper: found PostgreSQL lock-ordering failures causing 154-182 deadlocks per 200 concurrent commits · #2201 · maintainers adopted the table-row-first locking direction in #2219
  • Apache Polaris: traced a concurrency regression causing up to 76% of commits to be rejected instead of retried · #5907 · my fix PR #5921
  • Apache Iceberg: found a JDBC namespace race leaking duplicate-key errors as HTTP 500 instead of 409 · #18759 · my fix PR #18760
  • Nessie: isolated a concurrent request-context failure producing intermittent HTTP 500s · #13271 · maintainer fix #13275

What Calve does

concurrent workloads → network / process faults → raw HTTP histories → offline replay → VALID / INVALID / INCONCLUSIVE

Instead of assuming a timeout or HTTP 500 means failure, Calve preserves the operation as unknown until later evidence can prove what happened. Its checkers are tested against deliberately buggy catalog implementations before being trusted against real systems.

Explore the repository →


Tools I work with

Languages: Go · Java · Python · C++ · TypeScript · SQL · PowerShell

Cloud & infrastructure: AWS (EC2, EBS, Lambda, SQS, EventBridge, CloudWatch) · Docker · Linux · Kafka · CI/CD

Databases & search: PostgreSQL · SQL Server · MySQL · Redis · Elasticsearch · pgvector · Apache Iceberg

Frameworks & tools: Spring Boot · FastAPI · NestJS · React · Next.js · dbt · Playwright · Toxiproxy

Systems: distributed systems testing · fault injection · concurrency · database internals


Interested in distributed systems, database/storage infrastructure, concurrency, and reliability engineering.

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