Sean Mann work email
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Sean Mann personal email
I completed my MEng and SB in Computer Science (AI concentration) at MIT, working on time series modeling, causal inference, and recommendation systems at the Laboratory for Information & Decision Systems. I am generally interested in mathematical modeling of complex systems that enable efficient learning and inference, in both the data and computational perspectives.
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Algorithm DeveloperHudson River Trading Aug 2023 - PresentNew York, Ny, UsHRT AI Labs -
Teaching AssistantMassachusetts Institute Of Technology Sep 2022 - Jan 2023Cambridge, Ma, UsTeaching Assistant for 6.7810 Algorithms for Inference, a challenging graduate course focused on graphical models and inference, including variational and Monte Carlo methods. As one of three TAs serving around 80 students, I designed problem sets and exams and held recitations/office hours. -
Algorithm DeveloperHudson River Trading May 2022 - Aug 2022New York, Ny, UsHFT and deep learning rotations.
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Undergraduate Researcher, Laboratory For Information & Decision SystemsMassachusetts Institute Of Technology Feb 2022 - May 2022Cambridge, Ma, UsPerformed time series analysis and forecasting on marketing data in heterogeneous regions and sales channels. Built prediction models based on state-space models and neural networks with the goal of creating counterfactual predictions. Devised statistical tests to rigorously evaluate the impact and quality of predictors, amidst a lack of longitudinal data causing high risk of overfitting. Advised by Prof. Devavrat Shah in the MIT Laboratory for Information & Decision Systems.
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ConsultantAlgorand Foundation Dec 2021 - Jan 2022Singapore, SgBlockchain-related data science and engineering consulting. -
Data InternAlgorand Foundation Jun 2021 - Aug 2021Singapore, SgFull-stack data work as the first data scientist of the curator of a rapidly growing blockchain, conceived by Prof. Silvio Micali. Developing a Python package for data retrieval, parsing, storage, and network analysis. Conducting statistical analyses to provide insight into economic questions of interest, and communicating findings to leadership. Contributed to a publication on the economics of Algorand's native cryptocurrency, the Algo.
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Researcher, Romano LabMassachusetts Institute Of Technology Mar 2020 - May 2021Cambridge, Ma, UsDeveloped an end-to-end differentiable photovoltaic (PV) simulator, based on the drift-diffusion model, using JAX, a growing scientific computation and automatic differentiation (AD) library. ∂PV enabled a ~100x reduction in number of PDE solutions, over typical gradient-free approaches, required to solve a PV optimization problem, which promises significant improvements in the cell design process. Manuscript published by Computer Physics Communications.
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Data ScientistIntact Jun 2020 - Aug 2020Toronto, Ontario, CaExtracting valuable insights out of large amounts of noisy textual data with varying reliability, involving state-of-the-art transfer learning methods in NLP including pretrained models such as BERT, and down to simpler methods with word statistics and classification techniques. Aggregation of predictions with ensembling and boosting. Played a role since the beginning of the project — from problem statement, scope to data/ feature generation and modelling. -
Operations ResearcherMit Solar Electric Vehicle Team Oct 2019 - May 2020Cambridge, Massachusetts, UsStrategy planning, global robust optimization with dynamic programming and risk analysis using a variety of data to produce a real-time dynamic race-planning system. -
Software EngineerFano Labs Dec 2019 - Jan 2020Hong Kong, Hong Kong, HkWeb development for automatic speech recognition applications, from frontend Javascript and HTML to server backend with MinIO. -
Robotics EngineerHkstp - Hong Kong Science And Technology Parks Corporation Jun 2019 - Jul 2019Shatin, Hong Kong, HkIndependent design and development of quadraped robot using Solidworks and Arduino prototyping platform with C++.
Sean Mann Education Details
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Massachusetts Institute Of TechnologyComputer Science -
Massachusetts Institute Of TechnologyComputer Science And Engineering
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Diocesan Boys' SchoolHigh School Diploma
Frequently Asked Questions about Sean Mann
What company does Sean Mann work for?
Sean Mann works for Hudson River Trading
What is Sean Mann's role at the current company?
Sean Mann's current role is Researcher @ HRT | MIT CS ‘23.
What is Sean Mann's email address?
Sean Mann's email address is sm****@****mit.edu
What schools did Sean Mann attend?
Sean Mann attended Massachusetts Institute Of Technology, Massachusetts Institute Of Technology, Diocesan Boys' School.
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