Summary
Overview
Work History
Education
Skills
Certification
Timeline
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MOHAMMAD AMIN OJAGHI

MOHAMMAD AMIN OJAGHI

Data Scientist
Tehran

Summary

A Data Scientist and Quantitative developer with 4 years of experience in effectively extracting insights from data, building statistical models, and developing AI-based systems.

Overview

4
4
years of professional experience
7
7
years of post-secondary education
7
7
Certifications
1
1
Language

Work History

Data Scientist

Snapp
12.2022 - Current

Snapp-box is a disruptive on demand urban delivery platform in Iran, connecting any business with the largest fleet of delivery men of the country

  • Developed an AI-based system to price orders. this algorithm increased the acceptance rate by 30%, and the total revenue of the company by 5%. In addition, it reduced the time to accept by 50%
  • Developed a continual train and serve pipeline using MLFlow and Seldon-Core for the previously mentioned algorithm.
  • Developed a feature store for the AI team using Feast

Algorithm Designer & Quantitative Researcher

Omid Financial Group
Tehran
11.2019 - 12.2022

Omid is a financial technology company that offers algorithmic investment management services

  • Developed an automated algorithm for portfolio re-balancing, which reduced the operational costs of the asset management team, including transaction costs and HR costs, by 50 percent
  • Implemented an automated process to measure investors' risk profiles, which increased customers' conversion rate in the registration step from 20 to 50 percent
  • Discovered a quantitative model to beat the Tehran stock index (TEDPIX), comprising 600 tickers, by building a portfolio from 15-20 tickers. This strategy's Sortino ratio (index as the benchmark) was 1.76.
  • built an algorithmic web service to use arbitrage opportunities in the debt market. This algorithm helped its customers, primarily fixed-income funds, to increase their annual return by 2% while maintaining their risk level.

Data Analyst

Noavaran - Amin - Financial Data Processing Company, NADPCO
Tehran
06.2019 - 11.2019

NADPCO is a company that offers data processing services and insight systems to asset managers active in Iran's stock market

  • Designed a comprehensive scoring system for the companies listed on the Tehran Stock Exchange (TSE). This scoring system analyzed the relative performance of about 600 companies and was used by about 20 investment companies in their security selection step
  • Developed an automated process (with R language) to find the optimized portfolio of stocks based on the Markowitz method using CVaR.

Education

MBA - Finance

Sharif University of Technology
Tehran
09.2017 - 02.2020

B.Sc - Civil Engineering

Sharif University of Technology
Tehran
09.2012 - 09.2017

Skills

    Machine learning, Deep learning

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Certification

TOEFL (R:30 | L:28 | S:26 | W:29)

Timeline

Unsupervised Learning, Recommenders, Reinforcement Learning - DeepLearning.AI

04-2023

Functional Program Design in Scala - EPFL (Coursera)

04-2023

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization - DeepLearning.AI

04-2023

Advanced Learning Algorithms - DeepLearning.AI

03-2023

Machine Learning - Stanford Online

03-2023

Functional Programming Principles in Scala - EPFL (Coursera)

03-2023

Data Scientist

Snapp
12.2022 - Current

TOEFL (R:30 | L:28 | S:26 | W:29)

11-2021

Algorithm Designer & Quantitative Researcher

Omid Financial Group
11.2019 - 12.2022

Data Analyst

Noavaran - Amin - Financial Data Processing Company, NADPCO
06.2019 - 11.2019

MBA - Finance

Sharif University of Technology
09.2017 - 02.2020

B.Sc - Civil Engineering

Sharif University of Technology
09.2012 - 09.2017
MOHAMMAD AMIN OJAGHIData Scientist