Christian Marchetti

Built and deployed a Python-based end-to-end ML trading system on cloud,

including data pipelines, feature engineering, models, backtesting, event-

driven inference, automated decision-making and execution, automated

retraining, monitoring, mobile alerting and secure VPN access. Designed,

developed and evaluated multiple deep neural network architectures (including

ensembles) for time-series prediction, served by a unified pipeline. Also built

and deployed Python-based automated portfolio rebalancing systems on

cloud, with multiple strategies served by a unified pipeline.

Designed, built and maintained a small-scale crypto mining facility, including

hardware, deployment, IoT-based environmental and security monitoring, with

VPN-based remote operations. Piloted immersion cooling for high-density

compute workloads. Developed and deployed MQL4/5 based Forex trading

systems on VPS. Set up, operated and monitored cloud-hosted blockchain

masternodes. Developed crypto market strategies using quantitative, technical

and fundamental analysis.

Tech lead and service owner for Smart Buildings, Data Centers, and Call Center infrastructure worldwide. Co-led data center migrations, including one of the largest data centers worldwide. Designed, deployed, and migrated offices, campuses, and POPs worldwide.