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Dariusz Chylinski

@dariuszchylinski1

AI engineer at TensorX who built secure, regulated workflows across Power Platform, Python, SQL, and Azure.

At TensorX, I led the architecture and production ownership of enterprise applications for regulated financial operations. I connected Power Platform workflows with Python services, SQL databases, and Azure, and built dashboards for compliance exceptions and transaction reconciliation.

I established GxP-aligned validation practices and secure AI-assisted development guardrails, then maintained applications with 99.95% availability. I also mentored six developers and supported end users and technical teams.

Earlier, at Stepwise, I developed healthcare workflow applications and document-processing services, including retrieval features with source attribution and grounded-response guardrails. At Synerise and Graftcode, I worked on data pipelines and production machine-learning applications for customer analytics and financial-document classification.

Experience

Work history, roles, and key accomplishments

Applied AI Engineer

TensorX

Oct 2022 - Apr 2026 (3 years 6 months)

Led architecture, development, and production ownership of enterprise business applications combining Microsoft Power Platform, Python, SQL, TypeScript, and Azure, delivering secure workflows across regulated financial operations. Designed PowerApps and Power Automate solutions, developed Python FastAPI services, and established GxP-aligned validation practices.

Machine Learning Engineer

Stepwise

Feb 2020 - May 2022 (2 years 3 months)

Architected enterprise web applications and Python FastAPI services integrating healthcare workflows, authenticated REST APIs, PostgreSQL databases, and cloud infrastructure within structured Agile delivery processes. Developed configurable business applications using React, TypeScript, and Microsoft PowerApps, and implemented Power Automate workflows.

Python fastAPI React TypeScript Microsoft PowerApps Power Automate Dataverse PostgreSQL Pgvector Lang Chain Power BI Power Query DAX Docker Kubernetes Terraform GitHub Actions GxP Pytest REST APIs

Junior AI Engineer & Data Analyst

Synerise

Jul 2017 - Jul 2019 (2 years)

Developed Python and SQL data services processing high-volume customer behavioral events, implementing schema validation, deduplication, and lineage tracking. Built PySpark transformation pipelines and Apache Airflow workflows, and optimized PostgreSQL schemas and queries.

Python SQL PySpark Airflow PostgreSQL Data Pipelines ETL Data Validation Monitoring

Machine Learning Engineer

Graftcode

Feb 2015 - Jun 2017 (2 years 4 months)

Developed production Python and Scikit-learn applications for multilingual financial-document classification, integrating OCR engines, REST APIs, and PostgreSQL persistence. Engineered relational schemas and optimized SQL queries, and implemented Python ETL pipelines for financial records.