Adrian Alan Pol Email & Phone Number

Zurich, Switzerland

Zug, Zug, Switzerland

Geneva, Switzerland

- Developed an anomaly detection system to improve fraud detection and revenue collection in customs declarations.

- Technical lead on an anomaly detection project aimed at searching for new physics at the Large Hadron Collider.- Enhanced sensitivity to novelties by 3x over existing physics baselines using autoencoders and distributed training.- Optimized algorithm’s inference via quantization, pruning, and distillation, achieving sub-100 ns latency on FPGAs.- Taught.

Meyrin, Geneva, Switzerland

- Developed a multimodal particle detection model using the SSD framework, achieving 85% average precision score.- Accelerated model inference with TensorRT, achieving 8x speedup and enabling real-time detection on a single GPU.- Collaborated with industry partners to prototype AI solutions addressing future challenges at CERN.- Co-authored the book.

Meyrin, Geneva, Switzerland

- Engineered ETL pipelines and trained XGBoost to classify high-dimensional physics data (2800+ features).- Integrated the first convolutional neural network in the CMS experiment’s production code, still in use since 2018.- Deployed a service that improved hardware failure detection recall from 26% to 98%, while halving detection delays.- Built active.

Rotterdam Area, Netherlands

- Optimized web and mobile app performance, reducing load times by 60% and introducing a PIN-based login system.

Copenhagen Area, Denmark

- Saved 80% of disk space by implementing a custom tool to automatically archive unused student repositories.- Enhanced the quality of IT support for students by deploying a support webpage and chat.

Meyrin, Geneva, Switzerland

- Developed an interactive monitoring tool using Angular, Elasticsearch, and d3.js, saving 6000 person-hours annually.

Amsterdam Area, Netherlands

- Prototyped a full-stack mobile app for movie recommendations using content-based and collaborative filtering.

Meyrin, Geneva, Switzerland

- Reduced the time needed for customization of monitoring tools by writing a script that periodically updates and deploys new configuration files.- Developed a mobile app map service used by 1000+ of CERN visitors.

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Doctor Of Philosophy - Phd

Master Of Science - Ms

Bachelor Of Science - Bs

Master Of Science - Ms

Bachelor Of Science - Bs