Adrian Alan Pol work email
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Adrian Alan Pol personal email
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I specialize in large language models, anomaly detection, and inference compute optimization for edge devices. Over the past decade, I've had the privilege of developing systems that solve challenging, real-world problems: from contributing to physics experiments at the Large Hadron Collider to creating enterprise solutions at Thomson Reuters, IBM, Mendix and United Nations. I published my findings in leading journals and conferences such as Nature, ICLR, NeurIPS, and EMNLP. I'm a collaborative problem-solver, believing that the most innovative solutions emerge when diverse teams work together. Whether I'm working with fellow scientists, engineers, or stakeholders without a technical background, my goal is always the same: to make advanced technology understandable and impactful.
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Software EngineerMetaZurich, Switzerland -
Applied Machine Learning ScientistThomson Reuters Jan 2024 - PresentZug, Zug, Switzerland -
Machine Learning ConsultantUnited Nations Aug 2024 - Nov 2024Geneva, Switzerland- Developed an anomaly detection system to improve fraud detection and revenue collection in customs declarations. -
Machine Learning Postdoctoral Research AssociatePrinceton University Feb 2022 - Dec 2023- 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 machine learning at workshops and summer schools to over 200 students, including Nvidia DLI. -
Machine Learning Senior FellowCern Oct 2019 - Jan 2022Meyrin, 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 Artificial Intelligence for High Energy Physics alongside the 20 foremost experts in the field. -
Machine Learning Doctoral StudentCern Oct 2016 - Sep 2019Meyrin, 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 learning, retraining, and interpretability APIs using MERN stack, reducing deployment cycle to 1 hour. -
Software EngineerMendix Mar 2016 - Aug 2016Rotterdam Area, Netherlands- Optimized web and mobile app performance, reducing load times by 60% and introducing a PIN-based login system. -
Information Technology Technical SupportTechnical University Of Denmark Jan 2012 - Dec 2015Copenhagen 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. -
Software EngineerCern Oct 2014 - Nov 2015Meyrin, Geneva, Switzerland- Developed an interactive monitoring tool using Angular, Elasticsearch, and d3.js, saving 6000 person-hours annually. -
Software EngineerIbm Jun 2014 - Sep 2014Amsterdam Area, Netherlands- Prototyped a full-stack mobile app for movie recommendations using content-based and collaborative filtering. -
Software EngineerCern Jun 2013 - Aug 2013Meyrin, 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. -
Customer Service TechnicianFujitsu Technology Solutions Dec 2011 - Jul 2012Łódź
Adrian Alan Pol Skills
Adrian Alan Pol Education Details
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Doctor Of Philosophy - Phd -
Master Of Science - Ms -
Bachelor Of Science - Bs -
Master Of Science - Ms -
Bachelor Of Science - Bs
Frequently Asked Questions about Adrian Alan Pol
What company does Adrian Alan Pol work for?
Adrian Alan Pol works for Meta
What is Adrian Alan Pol's role at the current company?
Adrian Alan Pol's current role is Software Engineer.
What is Adrian Alan Pol's email address?
Adrian Alan Pol's email address is ad****@****ail.com
What schools did Adrian Alan Pol attend?
Adrian Alan Pol attended Paris-Sud University (Paris Xi), Danmarks Tekniske Universitet / Technical University Of Denmark, Politechnika Łódzka, National University Of Singapore, Politecnico Di Torino.
What are some of Adrian Alan Pol's interests?
Adrian Alan Pol has interest in Net (Level 2), Projecteuler, Music Production, Soundcloud, Com/doitadalstyle.
What skills is Adrian Alan Pol known for?
Adrian Alan Pol has skills like Python, Java, Android, Javascript, Scrum, Shell Scripting, Software Prototyping, Mongodb, Sql, Angularjs, Data Visualization, Openflow.
Who are Adrian Alan Pol's colleagues?
Adrian Alan Pol's colleagues are Demarcus Cousins, Yinan Zheng, Arthur Given, João P, Lauren Sherman, Trực Tiếp Bóng Đá, Robert Tucker.
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