Experience

Python Backend Tech Lead

Mar 2026 – Present

Technical oversight of Python backend development for virtual flow metering.

• Service and library architecture Own the FastAPI service architecture and oversee the shared Python library for virtual flow metering.
• ESP regression models Developed models for pump degradation and liquid flow rate estimation.
• Technical guidance and code reviewRefine technical tasks, clarify implementation details, guide junior developers, and review backend changes for architecture and code quality.

Backend Engineer (Python, ML)

Sep 2024 – Mar 20261 yr 7 mos

Backend development and applied machine learning for oil and gas production.

• Virtual flow metering service Designed the backend architecture and implemented APIs, data storage, physics-based model orchestration, and calibration workflows.
• ML models for ESP wellsDeveloped models to predict five calibration coefficients for physics-based models and forecast production rates.

Junior Python Engineer (ML / Backend)

Nov 2023 – Sep 202411 mos

Developed telemetry processing and applied machine learning for production forecasting.

• Telemetry pipelinesFiltering, trend detection, anomaly detection, and dashboard data preparation.
• Production rate forecastingDeveloped an ML model to forecast production rates as part of a research project.

Developer tools, backend & infrastructure

Jan 2025 – Present

Build and maintain personal projects in developer tooling, backend systems, and infrastructure.

• Engineering automationLLM-assisted workflows, project and task services, and repository scaffolding.
• Deployment and observabilityDeployment infrastructure and Prometheus/Grafana monitoring.

• Type-011
• Lachesis
• Grimoire
• Anvil
• Forge
• Rail
• Daedalus
• Argus
• Infra
• Rikai
• Iron-log
• Aion
• Abyss
• Postgres-stack
• Lexora

Algorithmic Trading Developer

Sep 2022 – Nov 20231 yr 3 mos

Developed Binance trading bots, backtesting workflows, and market data pipelines.

Mining Farm Engineer

Feb 2021 – Sep 20221 yr 8 mos

Assembled and maintained a mining farm with 500+ GPUs, including diagnostics and mining software configuration.