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ilias batyrbekov

@iliasbatyrbekov

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Software Engineer at KyoHealth who productionized an LLM clinical risk platform deployed to 10 SNFs.

Hong Kong

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At KyoHealth, I took over and productionized an LLM clinical risk platform for SNF nurses, with cited flag reasoning, ADT outcome tracking, and PDF reports. It was deployed to 10 SNFs and evaluated more than 1,500 admissions.

I also built LLM-drafted TCM visit summaries from PointClickCare records and shipped the TransiCare SaaS in React and Django. Before KyoHealth, I led engineering at Luwo and built software for fund accounting at J.P. Morgan Asset Management.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

KyoHealth

Jun 2025 - Present (1 year 4 months)

Productionized an LLM clinical risk platform for SNF nurses, including cited flag reasoning, ADT outcome tracking, and PDF reports. Owned the LLM stack, built offline evals, and shipped an SMS intent classifier.

LLM Prompt Engineering Offline Evals Confidence Calibration RAG Python Django PostgreSQL Celery Redis React TypeScript EHR Integration PointClickCare ADT Events PHI Masking

Chief Technology Officer

Luwo

Jun 2026 - Aug 2026 (2 months)

Led a team of about 10 engineers on an Elixir/Phoenix platform for 14,000+ students across 3 countries. Set the architecture, wrote ADRs, and built a multi-agent LLM pipeline for lesson authoring.

Elixir Phoenix Real Time Systems RBAC Multi Agent Pipelines Architecture Leadership

Software Engineer

J.P. Morgan Asset Management

Aug 2022 - Jun 2025 (2 years 10 months)

Architected a high-performance NAV Attribution UI for fund-accounting teams across 5 regions, supporting oversight of approximately $85B AUM. Built a strongly consistent Flink data pipeline integrating 3 fund-accounting vendors.

Architecture UI Development Apache Flink Data Pipelines Fund Accounting Distributed Systems

Data Science & Software Engineering Intern

Siemens Mobility Limited

Jun 2020 - Aug 2021 (1 year 2 months)

Boosted vehicle-detection accuracy by 13% on terabytes of traffic and weather data, helping win a major government contract. Shipped an MTR safety tool saving millions of HKD annually.

Data Science Machine Learning Computer Vision Python Traffic Analysis

Education

Degrees, certifications, and relevant coursework

City University of Hong Kong

Bachelor of Science, Computer Science

2018 - 2022

Activities and societies: CityU Top Scholarship for International Students; Dean's List (top 8%), 2019–2020.

BSc in Computer Science from City University of Hong Kong, Sep 2018 to May 2022. Awarded CityU Top Scholarship for International Students and Dean's List (top 8%) in 2019-2020.