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Nurdaulet Aldibek

@AldibekConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

Aspiring ML / LLM Engineer | Machine Learning · LLM Systems · Production AI

В этом году я заканчиваю школу. Два года занимался спортивным программированием. Участвовал в различных республиканских олимпиадах. Теперь хочу изучать машинное обучение и ищу хорошее сообщество для этого

Career

Experience: 3 years

Experience

ML Engineer

SDU AI Laboratory

Sep 2025 — Jan 2026

Built an instructor-matching tool and contributed to a car-search and pricing system, including a CatBoost model with R2 0.94 and 9% median error.

• Built a teacher-matching tool for SDU students, ranking instructors by teaching experience, achievements, background, and strengths. • Team project (4-service pipeline: Telegram bot, backend API, live+Elasticsearch search, ML pricing) letting users search Kolesa.kz cars via natural-language Telegram queries — co-built the scraper (20,000+ listings); cleaned the data and trained a CatBoost fair-price model (R² 0.94, 9% median error on held-out data); built the LLM query parser and the live price-verification layer comparing predicted vs. listed prices.

Coach

Seifullin School

Sep 2023 — Jun 2025

Coached students in programming, wrote practice problems, and set problems for the 2024 Regional Stage of the National Olympiad in Informatics.

• Ran group training sessions and authored original practice problems for students. • Set problems for the Regional Stage of the National Olympiad in Informatics (2024).

Head Judge & Problem Setter

JCL (Junior Coding League)

Co-organized a regional programming competition reaching 50+ schools and 150+ participants, and authored about 30 problems.

• Co-organized a 3-month regional programming competition with 50+ schools and 150+ participants; authored ~30 problems.

Resident

Shymkent Hub

Regional startup & tech-innovation hub (Astana Hub network) — conducted CustDev interviews and problem analysis for local business owners.

May 2026 — Aug 2026

Conducted customer discovery interviews and problem analysis with local business owners as a resident at a regional startup and tech hub.

• Regional startup & tech-innovation hub (Astana Hub network) — conducted CustDev interviews and problem analysis for local business owners.

Education

B.Sc., Computer Science

SDU University

2029

AI Engineer Program

nFactorial School

2026 — 2026

Selected projects

KasMap — AI-powered business location evaluation platform

Built a platform to help entrepreneurs evaluate business locations, combining geospatial data, business intelligence, and ML. Trained on a self-collected dataset of 10,000+ businesses across Almaty to predict success likelihood and explain why.

KazMedSim — AI clinical training simulator

Built a patient-encounter simulator with 32 synthetic cases across 8 specialties. Created an evidence-grounded RAG service over 1,207 MoH clinical protocols, using hybrid BM25 and dense retrieval, reranking, parent-document retrieval, query rewriting, and HyDE. Reported 85%+ retrieval accuracy and reduced average lookup time from about 5 minutes to about 50 seconds.

Achievements

Honorable Mention, ICPC NERC

ICPC NERC · 2025

3rd Degree Diploma, ICPC Central Asia Regional

ICPC Central Asia Regional · 2025

Prize-winner, Republican Stage, Kazakhstan Olympiad in Informatics

Kazakhstan Olympiad in Informatics · 2025

1st Place, Shymkent Hub × Alem.ai Hackathon

Shymkent Hub × Alem.ai · 2026

3rd Place, MedTech Hackathon

Shymkent Hub × Galamat Group · 2026

Participant, International Zhautikov Olympiad

International Zhautikov Olympiad · 2025

1st Place (x3), Regional Olympiad in Informatics

Regional Olympiad in Informatics

2nd Place, Documentolog Republic Olympiad

Documentolog Republic Olympiad

Skills

scikit-learnCatBoostLightGBMXGBoostOptunaPandasNumPyhybrid search (BM25 + dense)HyDEquery rewritingparent-document/hierarchical chunkingLangChainLangGraphChromaDBRAG evaluationLLM-as-a-judgePythonC++JavaSQL