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Muhammed Riswan kolath

@muhammedriswankolath

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Data Engineer and IT Executive, building scalable ETL/ELT pipelines with 99.9% uptime.

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What I'm looking for

I’m looking for a remote-first, cloud-native environment where I can build ETL/ELT pipelines, enforce security/compliance, and deliver measurable uptime and data quality improvements with Git-based CI/CD and Agile execution.

I’m a result-oriented Data Engineer with a foundation in high-stakes IT Executive leadership. I architect scalable data pipelines and maintain 99.9% system uptime for global-scale events, bridging complex data infrastructure with business intelligence goals.

In my current role, I design automated, fault-tolerant ETL/ELT workflows using Python and SQL, transforming raw data into analytics-ready datasets for business intelligence. I lead cloud migration to Snowflake/BigQuery, improving query performance by 35% while reducing overhead costs, and I implement automated data validation to sustain 99.9% data integrity and cut manual reconciliation time.

I also bring strong infrastructure and security leadership, enforcing global security and compliance standards like GDPR/SOC2. From FIFA World Cup operations to healthcare emergency response work, I’ve managed real-time data streams, zero-downtime peak loads, and rigorous encryption/privacy requirements—then operationalized it all through remote-first collaboration with Git/GitHub, Docker, and Agile CI/CD.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Bailey Trading

Feb 2023 - Present (3 years 1 month)

Architect and maintain end-to-end ETL/ELT pipelines in Python and SQL to deliver analytics-ready datasets for business intelligence. Led cloud migration to Snowflake/BigQuery, improving query performance by 35% and reducing data overhead costs.

ETL Python SQL Snowflake BigQuery Data Validation Git Github Docker CI CD

IT Executive / Data Lead

Salam Technology

Oct 2022 - Dec 2022 (2 months)

Engineered network and data streaming infrastructure for FIFA World Cup operations, supporting real-time high-concurrency data flow for millions of users. Designed scalable architectures for peak traffic to ensure zero downtime and enforced encryption and security protocols for compliant transmission.

Network Infrastructure Scalability Encryption & Compliance Systems Architecture Remote Operations Telemetry

IT Consultant / Data Systems Admin

Hamad Medical Corporation

Feb 2022 - Oct 2022 (8 months)

Provided IT consultancy to ensure 24/7 emergency-response data availability, maintaining 99.9% uptime during peak crisis periods. Managed real-time patient-data infrastructure and enforced healthcare privacy standards (HIPAA/GDPR-equivalent) while integrating monitoring tools and scaling telemedicine access via VPN/VDI.

Database Administration HIPAA GDPR Equivalent Controls System Integration Crisis Scale Support Monitoring

IT Executive / Data Infrastructure

Kfon

Nov 2021 - Feb 2022 (3 months)

Led digital transformation by migrating legacy on-premise infrastructure to cloud-integrated solutions, improving data accessibility and system uptime by 25%. Automated technical support workflows with Python and maintained rigorous cybersecurity controls to achieve 100% compliance with international data protection standards.

Digital Transformation Cloud Migration IT Security Compliance System Uptime Optimization Network Security Engineering Python