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FARHAD SADEGHLO

Senior Data Scientist

Omdena | Toronto ON

Technologies

My Portfolio Highlights

My New Track

Python Fundamentals

My New Course

Introduction to Python

Data guardian, protecting the integrity and privacy of valuable information.

My Work

Take a look at my latest work.

DataLab

Investigating Netflix Movies and Guest Stars in The Office

course

Introduction to SQL

course

Introduction to Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

SharpestMinds | Jul 2022 - Present

Senior Data Scientist

● Architected two collaborative filtering and one content-based filtering projects to provide recommendations for books and products to offer similar items based on ratings and contents. ● Designed two projects; what hour of posting a post onto Hackernews website would receive more views, and what are profitable apps on both Apple and Google Play Store in terms of popularity and vacancy to start a new business.
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UN Environment Programme | Aug 2021 - May 2022

Senior Data Scientist

● Designed data ETL pipeline on the cloud for data ingesting, cleaning, masking, and feature generation with a data integrity check (Azure Data Studio, PostgreSQL, CSV / JSON / XML). ● Conducted data standardization and deduplication based on string similarity (Levenshtein distance).

Omdena | Jan 2020 - Jul 2021

Lead Machine Learning Engineer

● Deployed anomaly detection API for clinical trial data of drug reactions to safeguard patients' health. ● Created topic modeling of the client’s website, to ensure the web content is aligned with the business target (LDA, Gensim, PyLDAvis). Interactive plots viewable on my website: www.farhad-sadeghlo.com ● Implemented a classification model for sexual abuse tweets detection (Naive Bayes, MLP, NLTK) ● Delivered analysis report and dashboard (Tableau) on employment loss due to the pandemic.

Easy CM | Sep 2017 - Mar 2020

Data Scientist

• Collected and analyzed customer's interaction data with the company's website • Fitted statistical models using various programming languages • Created interactive graphical dashboards for results and conclusions

Lantern Institute | Mar 2019 - Aug 2019

Data Science Student

• Analyzed sleep and fitness patterns from data sets provided by Samsung Health App. • Used Numpy, Pandas, Dash, and Plotly libraries to create an interactive graphical dashboard for results and conclusions. • Set up GCP and AWS server to host the web app and allow remote access through port forwarding. • Provided a web-app case study - www.farhad-sadeghlo.com • Analyzed and fitted statistical models for LIBOR interest rates of USD and CAD using R programming language.

Sesco Co. Ltd. (Stock Engineering Services) | Sep 2001 - Sep 2011

Data and Machinery Analyst

• Analyzed data to predict machine failures according to faults of unbalance, misalignment, looseness, resonance, and bearing faults with various vibration measurement systems. • Applied Thermography on both mechanical and electrical systems using Guide Infrared cameras. • Provided training for industrial plants employees to analyze vibration data • Provided technical support and calibration services for vibration and thermography instruments

My Education

Take a look at my formal education

Data Science and Mathematical Finance ProgramLantern Institute | 2019
Master of Engineering - MEng, Mechanical EngineeringRyerson University | 2017
Bachelor of Science - BS, Mechatronics, Robotics, and Automation EngineeringSharif University of Technology | 2009

About Me

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