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Zaur Mammadov

Zaur Mammadov

Student

University of Minnesota twin cities | United states

Technologies

My Portfolio Highlights

My New Course

Introduction to Python

My New Workbook

Introduction to Data Science in Python

My New Course

Introduction to Python

Data gardener, nurturing insights to bloom and thrive in the data ecosystem.

My Work

Take a look at my latest work.

course

Introduction to SQL

course

Introduction to Python

DataLab

Introduction to Data Science in Python

course

Introduction to SQL

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.

sov.ai | Aug 2024 - Present

Quantitative Developer

● Collect all necessary agricultural data in a time series format in order can use for prediction ● Write cloud function - micro services to grab this data on a daily basis. ● Make predictive models using Supervised Learning Regression to predict price of agricultural commodities and demand, Bayesian models for accurate crop yield predictions. ● Investigating deep learning algorithms such as DNN,CNN,LSTM for crop yield prediction.
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Digital umbrella | May 2022 - Present

Data Scientist

● Led ageospatial data analysis project focused on remote sensing, employing Python libraries such as GDLA, Geopandas, and Rasterio to visualize crop productivity across the country. ● Devised automated processes to extract, manipulate and validate data from multiple sources,enhancing the integrity for Tableau reporting, dashboards and visualizations for the eagro.az project. ● Implemented predictive and machine learning models(K nearest neighbors,K-means clustering) in collaboration with Data Engineering to improve business value,employed Python (Numpy,pandas, sciPy, seaborn,matplotlib) to develop reports, dashboards and support OCR pipeline. ● Conducted high-level data analysis using SQL queries and executed A/B tests to optimize product features.

Orion Consulting | Oct 2021 - Present

Quantitative Analyst

● Formulated investment strategies in coordination with the Portfolio management team, leveraging quantitative models and methods,applying quantitative techniques to assess and manage financial risk. ● Conceptualize and implement cutting-edge derivative pricing models for single-asset derivatives, as well as pricing models for widely traded equity volatility products such as volatility swaps, and VIX options. ● Proficiently utilized Python for data manipulation, statistical analysis and stochastic simulations. ● Employed various regression techniques (ARIMA, GARCH), time series analysis,Monte Carlo simulation, and optimization methods to measure risk, predict outcomes and optimize strategies. ● Conducted Value at Risk (VaR), stress testing,and scenario analysis to quantify potential financial risk

My Education

Take a look at my formal education

MS in Financial MathematicsUniversity of Minnesota twin cities | 2023

About Me

Zaur Mammadov

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