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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

My New Track

Python Fundamentals

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

DataLab

Investigating Netflix Movies and Guest Stars in The Office

DataCamp Course Completion

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

Courses

Introduction to Python
Introduction to SQL
Intermediate SQL
Intermediate Python

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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