Machine Learning Engineer
Current
Jun 2024 - Present
AeroLeads people directory · profile
Jonathan Dou Email & Phone Number
Machine Learning Engineer
at
A5 Labs
1 work email found
@amazon.com
LinkedIn matched
✓ Verified Jun 2026
4 data sources
Profile completeness 86%
Current company
Role
Machine Learning Engineer
Location
Providence, Rhode Island, United States
Who is Jonathan Dou? Overview
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Quick answer
Jonathan Dou is listed as Machine Learning Engineer at A5 Labs, based in Providence, Rhode Island, United States. AeroLeads shows a work email signal at amazon.com and a matched LinkedIn profile for Jonathan Dou.
Jonathan Dou previously worked as Researcher at Brown Ai Lab and Machine Learning Engineer Intern at Tiposi. Jonathan Dou holds Master Of Science - Ms, Computer Science from Brown University.
Company email context
Email format at A5 Labs
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{first_initial}{last}@amazon.com
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AeroLeads found 1 current-domain work email signal for Jonathan Dou. Compare company email patterns before reaching out.
Profile bio
About Jonathan Dou
Interested in NLP, RL, CV, and generative networks.
Current workplace
Jonathan Dou's current company
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5 roles
Jonathan Dou work experience
A career timeline built from the work history available for this profile.
Researcher
Brown Ai Lab
- Co-first author of paper ”Text Simplification via Adaptive Teaching”. Paper accepted into ACL 2024.
- Sole engineer in project. Developed novel Transformer architecture SAT using PyTorch, model is BART-based and outperforms state-of-the-art in SARI, BLEU, FKGL, and other text simplification metrics. (Python)
- Worked with professor Carsten Eickhoff and postdoctoral researcher Ali Bahrainian.
Machine Learning Engineer Intern
- Integrated deep learning models with signal processing for tissue-level object detection. (Python).
- Researched and experimented with noise reduction and reconstruction algorithms for inverse scattering problems in time series and frequency domain data generated by radio frequency imaging.
- Built full-stack ML infrastructure and improved the data pipeline between radio frequency sensors, AI classification models, and web applications. (Flask, MQTT)
Dec 2023 - Jan 2024
Software Engineer Intern
- Refactored previous method of processing advertisement data on Alexa devices. (Java)
- Reduced size of JSON payloads by around 40%.
- Added DynamoDB database and hashkeys to store large JSON traffic data previously sent during API calls.
- Changes improved traffic handling and scaling across all Alexa devices and deployed to production.
Jun 2022 - Sep 2022
Software Engineer Intern
- Created chat bot using Clojure-based language (REP) that converted user questions into Datalog queries, later connected to a natural language database.
- Built desktop client to allow users to interact with chat bots locally. (Python)
Jun 2021 - Sep 2021
2 education records
Jonathan Dou education
Master Of Science - Ms, Computer Science
Bachelor Of Science - Bs, Computer Science
FAQ
Frequently asked questions about Jonathan Dou
Quick answers generated from the profile data available on this page.
What company does Jonathan Dou work for?
Jonathan Dou works for A5 Labs.
What is Jonathan Dou's role at A5 Labs?
Jonathan Dou is listed as Machine Learning Engineer at A5 Labs.
What is Jonathan Dou's email address?
AeroLeads has found 1 work email signal at @amazon.com for Jonathan Dou at A5 Labs.
Where is Jonathan Dou based?
Jonathan Dou is based in Providence, Rhode Island, United States while working with A5 Labs.
What companies has Jonathan Dou worked for?
Jonathan Dou has worked for A5 Labs, Brown Ai Lab, Tiposi, Amazon, and Juji, Inc..
How can I contact Jonathan Dou?
You can use AeroLeads to view verified contact signals for Jonathan Dou at A5 Labs, including work email, phone, and LinkedIn data when available.
What schools did Jonathan Dou attend?
Jonathan Dou holds Master Of Science - Ms, Computer Science from Brown University.
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