Jul 2024 - Present
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Mansour Saffar Email & Phone Number
Senior ML engineer @ Pinterest 📌| Machine Learning, NLP, MLOps, Cloud, AdTech
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Pinterest
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Role
Senior ML engineer @ Pinterest 📌| Machine Learning, NLP, MLOps, Cloud, AdTech
Location
Toronto, Ontario, Canada
Who is Mansour Saffar? Overview
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Mansour Saffar is listed as Senior ML engineer @ Pinterest 📌| Machine Learning, NLP, MLOps, Cloud, AdTech at Pinterest, based in Toronto, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Mansour Saffar.
Mansour Saffar previously worked as Senior Machine Learning Engineer at Pinterest and ML Advisor at Melodia. Mansour Saffar holds Master Of Science - Ms, Computer Science, Ai And Machine Learning from University Of Alberta.
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Profile bio
About Mansour Saffar
Machine Learning Engineer/Data Scientist with an M.Sc. degree in CS with a focus on ML, MLOps, NLP, and AdTech. I've built highly scalable e2e data and ML pipelines in the NLP and AdTech domains!Highlights:• 5+ years of industry experience in Machine Learning, Data Engineering, Natural Language Processing, and AdTech.• Led multiple teams of ML engineers at AltaML and Unity to develop e2e ML products!• Experience in building massive-scale data and ML pipelines at Unity Ads which process millions of data points daily, and train and deploy models that serve billions of requests daily!• Strong communication and teamwork skills. As part of my lead role at AltaML, I communicated the ML solution architecture and results with our clients regularly and addressed all their technical questions.• Extensive research and work experience in the field of NLP. Worked on multiple projects including Conversational AI (developed and deployed multiple chatbots), Legal NLP (contract analysis, compliance analysis, change management system), Medical NLP (report generation system), text summarization, information extraction, and recommender systems powered by NLP.
Listed skills include Machine Learning, Matlab, Data Science, Python, and 31 others.
Current workplace
Mansour Saffar's current company
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10 roles
Mansour Saffar work experience
A career timeline built from the work history available for this profile.
Ml Advisor
CurrentWorking as a machine learning/ NLP advisor with Melodia team on music search and generation.
Apr 2022 - Present
Lead Machine Learning Engineer
Leading Unity Ads Audience Pinpointers (APP) ML team to develop end-to-end data, ML, and MLOpssolutions/services for APP Ad products.
Jan 2024 - Jul 2024
Senior Machine Learning Engineer
- Working with the Unity Ads team on very challenging engineering problems in AdTech space!
- Working as a senior MLE/engineering tech lead in the app-event team (9 members). My duties includedsprint planning for engineering, developing and optimizing backend/data/ML services, and writing/reviewing design.
- Developed and optimized end2end pipelines including data ingestion pipeline, streaming/batch data processing pipeline, data validation pipeline, model training pipeline, model serving pipeline/microservice, and.
May 2022 - Jan 2024
Lead Machine Learning Engineer
- Serving as ML solution architect for the deployment of multiple projects.
- Leading a team of 5 ML devs to build computer vision solution accelerator.
Jan 2022 - May 2022
Senior Machine Learning Engineer
- Leading multiple teams of ML engineers (teams of size 2-3 members) in multiple ML projects.
- Designed the architecture and developed an ML Model Deployment/Monitoring tool built on top of Kubernetes and AWS (EKS).
Mar 2021 - Dec 2021
Machine Learning Engineer
- Working on some exciting NLP problems! Including:
- Chatbots
- Information extraction
- Medical report generation system
- Contract analysis
- Compliance analysis
Mar 2018 - Mar 2021
Research Assistant (Machine Learning/Nlp)
- Machine learning researcher under the supervision of Prof. Osmar Zaiane. I am currently working on self-attentional models for context-aware task-oriented dialogue generation systems.Projects/Achievements:
- Researched usage of self-attentional models for building task-oriented chatbots. Results indicated an astonishing boost in accuracy and training time of these chatbots (published in RANLP conference)
- Built a unified architecture-agnostic framework for evaluation of task-oriented chatbots called ChatSim.
- Designed and trained NLU system for Ana (Automatic Nursing Agent) which is a chatbot for elderly people. Our work was highly acclaimed and covered by media (CBC News link: bit.ly/2MW9PPO)
Sep 2017 - Sep 2019
Teaching Assistant
- I was teaching assistant for the following courses:
- Reinforcement Learning (CMPUT 609)- Fall 2017 Course instructors: Richard Sutton, and Adam White
- Introduction to Foundations of Computation (CMPUT 175)- Fall 2016, and Winter 2017 Course instructors: Greg Kondrak, and Osmar ZaianeResponsibilities included attending the labs and helping students with assignments.
Sep 2016 - Apr 2018
Data Analyst
- Using machine learning techniques (Ensemble models including boosted trees and random forests), I created a regression model for residual value prediction using Microsoft Azure (Machine Learning), Scilkit-learn, and.
- Applying data mining techniques (Association rule mining) on rental data to create a product recommender system using Python and C++
- Applying statistical analysis and data mining techniques on rental data to analyze customers
- Tech/ML: Python, C++, Azure machine learning, Scikit-learn, XGBoost, LightGBM, H2O, MySQL, Microsoft SSMS, Pandas, Plotly
May 2017 - Aug 2017
3 education records
Mansour Saffar education
Master Of Science - Ms, Computer Science, Ai And Machine Learning
University Of Alberta
Bachelor Of Science - Bs, Electrical Engineering
University Of Tehran
High School, Mathematics And Physics
National Organization For Development Of Exceptional Talents (Sampad)
FAQ
Frequently asked questions about Mansour Saffar
Quick answers generated from the profile data available on this page.
What company does Mansour Saffar work for?
Mansour Saffar works for Pinterest.
What is Mansour Saffar's role at Pinterest?
Mansour Saffar is listed as Senior ML engineer @ Pinterest 📌| Machine Learning, NLP, MLOps, Cloud, AdTech at Pinterest.
Where is Mansour Saffar based?
Mansour Saffar is based in Toronto, Ontario, Canada while working with Pinterest.
What companies has Mansour Saffar worked for?
Mansour Saffar has worked for Pinterest, Melodia, Unity, Altaml, and University Of Alberta.
How can I contact Mansour Saffar?
You can use AeroLeads to view verified contact signals for Mansour Saffar at Pinterest, including work email, phone, and LinkedIn data when available.
What schools did Mansour Saffar attend?
Mansour Saffar holds Master Of Science - Ms, Computer Science, Ai And Machine Learning from University Of Alberta.
What skills is Mansour Saffar known for?
Mansour Saffar is listed with skills including Machine Learning, Matlab, Data Science, Python, C++, C, Reinforcement Learning, and Deep Learning.
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