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Text Content

AHMED DAWOUD

 * About Me
 * Resume
 * Projects
 * Publications
 * Blog
 * Contact me



Ahmed Dawoud 2023
Ahmed Dawoud
Economist
Data Analyst
Business Process Analyst
Business Intelligence Specialist


AHMED DAWOUD

Results-oriented economist with expertise in data analysis, economic research,
and policy formulation. Proven track record of collecting, analyzing, and
communicating complex economic data.

Skilled in building interactive dashboards to communicate analytical results.
Hands-on experience in applying causal models using DoWhy and EconML to drive
informed decision-making.

Collaborative team player experienced in leading projects with government
agencies, NGOs, international organizations, and the private sector.

LinkedIn, Tableau, Kaggle

Download CV


WHAT I DO

ECONOMIC RESEARCH

As a skilled economist, I am proficient in economic research, data analysis, and
policy formulation. I specialize in utilizing advanced statistical methods to
derive actionable insights from complex economic data, ensuring that my work is
both insightful and impactful.

WEB SCRAPING

I build efficient web scraping tools capable of collecting thousands of economic
records. In 2021, these tools significantly enhanced productivity by saving more
than 21,000 working hours, which would have otherwise been spent on manual data
collection.

DATA ANALYSIS

My strong data analysis skills, enhanced by my proficiency in a variety of
analytical tools such as Python, R, Tableau, and Excel, enable me to excel at
extracting meaningful insights from intricate datasets. These insights are
invaluable for informed decision-making.

TEACHING AND TRAINING

I am dedicated to developing practical data science and machine learning
tutorials, aimed at guiding junior data analysts. My focus is on achieving an
ideal balance between economic theory and real-world application.


TESTIMONIALS

I have worked with Ahmed for a year and a half at ECES. He is such a committed,
hard-working, dedicated high caliber with extraordinary mathematical and
analytical skills and a superb ability to process and analyze data.

Dalya Mokhtar

N - Gage Consulting

I worked with Ahmed for almost one year and a half. I found him a conscientious
and hard working professional. He is also a very cooperative team member,
incredibly generous with his time and expertise.

Hoda El-Abbadi

Central Bank of Egypt

Ahmed is the person you depend on to get the job done on time. He dedicates the
required effort to make sure that team members are on the same page and the
outcomes are being delivered on time.

khaled Wahid

ECES

I was lucky to work with Ahmed on 3 months data science project. His techniques,
tips and tricks revolutionized our analytical skills, I hope we contribute
together in more projects as there is a lot to learn from him

Abdallah El-lawah

dnata - Dubai

In the short time I’ve worked with Ahmed, I’ve learned a great deal and gained
valuable insights from his expertise. I highly recommend working with him in any
future endeavors he pursues. His skills, dedication, and collaborative nature
make him a valuable asset to any team.

Aya Saleh

ECES

Working under Dawoud has been a privilege. His passion for excellence and
ability to empower others stands out. He consistently motivates his team to
reach their full potential, providing guidance that combines deep understanding
with genuine support.

Yousef Nasr

ECES


RESUME

6 YEARS OF EXPERIENCE


EDUCATION

2017 - PRESENT

Online Self Study


DATA ANALYSIS

Earned several certifications and expanded knowledge through extensive reading
in impact evaluation, causal inference, web scraping, data analysis, and machine
learning from renowned institutions such as MIT, Google, Udacity, and
DeepLearning.ai

2013 - 2017

Cairo University


ECONOMICS AND STATISTICS

Bachelor's degree in economics and statistics from the faculty of economics and
political science, Cairo university - Grade: very good with honors




EXPERIENCE

JAN 2023 - PRESENT

ECES


HEAD OF DATA ANALYTICS

I established and led a team of five junior and mid-level researchers,
successfully securing $100,000 in funding from the National Bank of Egypt. Our
projects, in collaboration with the American University in Cairo and the
Ministry of Higher Education, are dedicated to creating data analytics tools
that bridge the gap between economic research and data analysis

JAN 2021 - DEC 2022

ECES


SENIOR ECONOMIST

Trained and evaluated causal and predictive models using Python and R. Built
interactive dashboards using Tableau. Implemented large-scale web scraping
systems using Beautiful Soup and Selenium. These systems  save over 1,000 hours
of data collection work every month. Led research projects with international 
organizations such as the World Bank and the USAID.

SEP 2017 - DEC 2020

ECES


ECONOMIST

Wrote over 200 daily economic reports, providing timely insights on the latest
economic developments in Egypt. Authored 6 research papers and 1 policy brief,
spanning diverse economic areas such as manufacturing, exportation, taxation,
social justice, and the labor market. Wrote 3 comprehensive reports covering the
impact of COVID-19 on agriculture, population growth, and the informal sector

JUN 2016 - AUG 2017

Eda2at


ECONOMIC EDITOR

Wrote more than 50 reports that analyzed the economic situation in Egypt and
MENA region in a simplified way that a non-specialized reader can understand
Wrote more than 50 reports that analyzed the economic situation in Egypt and
MENA region in a simplified way that a non-specialized reader can understand


TECHNICAL SKILLS

ECONOMIC RESEARCH

95%


STATISTICAL ANALYSIS

80%


CAUSAL INFERENCE

90%


DATA CLEANING

90%


DATA VISUALIZATION

98%


DATA STORYTELLING

95%


REPORT WRITING

95%



TOOLS

PANDAS

95%


NUMPY

80%


MATPLOTLIB

95%


SEABORN

95%


EXCEL

85%


TABLEAU

80%


DOWHY

85%


ECONML

85%


SCIKIT LEARN

80%


TENSORFLOW

70%



CERTIFICATES

GOOGLE DATA ANALYTICS


Eight courses, developed by Google, that include hands-on, practice-based
assessments


ADVANCED DATA ANALYSIS


Perform data cleaning, data visualization, data analysis including A/B testing
with hands-on real life projects


DEEP LEARNING SPECIALIZATION


Network architectures such as Convolutional Neural Networks, Recurrent Neural
Networks, LSTMs, and Transformers


ADVANCED MACHINE LEARNING


Pandas, Nump, Matplotlib, Seaborn, and Scikit Learn (wide range of machine
learning algorithms)



PORTFOLIO

PROJECTS, CONFERENCES, AND WORKSHOPS

 * All
 * Community Service
 * Economics
 * Job Market
 * Teaching

CO-FOUNDING THE COMMUNITY DEVELOPMENT ORGANIZATION IN NITEMA VILLAGE

Community Service


NBE TRAINING

Teaching


ANALYSIS OF THE FREELANCE JOB LANDSCAPE IN EGYPT

Job Market


DETAILED ANALYSIS OF THE GENDER PAY GAP IN EGYPT

Job Market


DEMAND FOR JOBS IN EGYPT – Y2Q1

Job Market


DEMAND FOR JOBS IN EGYPT – FOURTH QUARTER

Job Market


POVERTY IN EGYPT

Economics


DEMAND FOR JOBS IN EGYPT – THIRD QUARTER

Job Market


DEMAND FOR JOBS IN EGYPT – SECOND QUARTER

Job Market


DEMAND FOR JOBS IN EGYPT – FIRST QUARTER

Job Market


SOUND BUDGETING IN EGYPT

Economics


EXPORT MAP FOR FOOD PRODUCTS

Economics


PROPERLY ADDRESSING THE POPULATION FILE IN EGYPT

Economics


TAXATION OF DIGITAL ECONOMY

Economics


PUBLICATIONS

RESEARCH PAPERS, REPORTS, AND POLICY BRIEFS

NOV 2023

ERF


ABDEL LATIF, A., ET AL. STABILIZATION AND ADJUSTMENT IN MENA: THE CASE OF EGYPT.
WORKING PAPER NO. 1663, NOVEMBER 2023. ERF.

Egypt has been repeatedly undergoing the very same problems of the persistent
debt burden, the large budget deficit, and limited exports, among others, way
before all the recent shocks and international disruptions. This all points to
the fact that the problems are deeper than what meets the eye. Given the
importance and missing focus on this deeper level of problems, the study chooses
to focus on the internal challenges. Paper Link

NOV 2023

ECES


DAWOUD, A., S. BAHAA, AND R. SEIF EL-DINE. BUSINESS PROCESS ANALYSIS OF
EXPORTING AND IMPORTING FEW SPECIFIC PRODUCTS: EXPORT OF READYMADE GARMENTS
(RMG). ECES-WP230-E, 2023.

This study aims to comprehensively assess both the formal and informal
procedures associated with the export process of a specific set of products. In
this analysis, ECES has employed the Business Process Analysis (BPA) Model
issued by the UN Centre for Trade Facilitation and Electronic Business
(UN/CEFACT). Notably, this marks the first time in Egypt that a globally
standardized modeling language has been used, enabling a comparative evaluation
of Egypt’s export processes on a global scale. Paper Link

SEPT 2021

ECES


DAWOUD. A, AND R. SEIF EL-DINE. SOUND BUDGETING AS A DRIVER OF CHANGE: A
DETAILED COMPARATIVE ANALYSIS IN LIGHT OF BEST INTERNATIONAL STANDARDS AND
PRACTICES. ECES-WP219, 2021.

This paper seeks to study the extent of the soundness of managing the government
budget, which, if properly prepared, could act as a key driver of change in
Egypt. The study examines the extent of consistency between the budget on the
one hand and the constitution and the state’s economic and social plan on the
other hand. Section II of the study conducts a detailed comparative analysis of
revenues and expenditures during the period 2010/2011 – 2021/2022 (various
years), as well as an evaluation of projects funded by grants and loans. Paper
Link

JAN 2022

ECES


DAWOUD, A. QUANTITATIVE ESTIMATION OF THE IMPACT OF THE CORONA PANDEMIC ON
POPULATION GROWTH IN EGYPT. ECES, VIEW ON THE CRISIS, EDITION 20, 2020.

As a result of the COVID-19 pandemic, health systems around the world have
focused their efforts on responding to the crisis and combating the pandemic.
This came at the expense of usual basic health services, including reproductive
and sexual health services, of which family planning is at the heart. This paper
estimates the impact of service disruption due to COVID-19 on population growth
in Egypt. Paper Link

JUNE 2021

ECES


DAWOUD. A, AND R. SEIF EL-DINE. EGYPT’S READYMADE GARMENTS AND HOME TEXTILE
INDUSTRY: SPECIFIC PROPOSALS TO SOLVE INDUSTRY PROBLEMS GIVEN THE GLOBAL
COMPETITIVENESS SITUATION. WP218, 2021

This working paper discusses the importance and current status of Egypt’s
ready-made garments and home textiles industry. It sheds light on the main
challenges facing this industry compared to selected competitive countries.
Finally, it concludes by offering a set of proposed measures that are based on
the constraints facing the industry and in light of international experiences of
countries that have achieved remarkable progress in it. Paper Link

DEC 2020

G20


ABDEL LATIF. A, AND A. DAWOUD. PROPERLY ADDRESSING INFORMALITY IN THE ARAB
WORLD: NATURE, SEVERITY, AND POSSIBLE SOLUTIONS. G20 POLICY BRIEFS, 2020.

Informality has been a persistent feature of Arab economies. We approach
informality from the worker’s perspective, starting with the necessary
preconditions for specific policy recommendations. The proposal emphasizes the
importance of combining the right incentives and sensible checks and balances.
The incentives typically work on two parallel tracks: slowing down the pace of
informality and tackling the stock through a set of well-integrated policies.
Brief Link

DEC 2020

ECES


DAWOUD, A. IMPACT OF THE CORONA PANDEMIC ON AGRICULTURE IN EGYPT. ECES, VIEW ON
THE CRISIS, EDITION 24, 2020.

The agricultural sector is one of the most important sectors of the Egyptian
economy, as it represents 11.2 percent of GDP and employs about 23.8 percent of
total labor in Egypt. This paper estimates the impact of COVID crisis on the
overall sector performance in Egypt. Paper Link

APRIL 2020

ECES


DAWOUD, A. HOW COVID19 IS DISRUPTING THE INFORMAL SECTOR IN EGYPT. ECES, VIEW ON
THE CRISIS, EDITION 7, 2020.

Understanding the repercussions of the Corona crisis on those working in the
informal sector in Egypt, whether individuals or companies, requires a
disciplined scientific understanding of the nature of this sector, its dynamics,
and the fundamental changes it has undergone in recent decades, as well as how
it responded and interacted with the economic crises Egypt has gone through
previously, and finally, the repercussions on the sector's role in the COVID
crisis. Paper Link

AUG 2019

ECES


DAWOUD. A, AND A. ABDEL LATIF. THE IDEAL INSTITUTIONAL SET UP OF THE POPULATION
FILE IN EGYPT. ECES-WP203- A, 2019.

This paper seeks to identify key factors for a successful population policy in
Egypt. For this purpose, the first section overviews eight leading international
experiences in population to find the main contributors to the demographic
transition in each of these experiences. Section 2 assesses Egypt's management
of the population file from 1930s to 2019 divided into six periods, to identify
the main reasons for success or failure in each period separately. Finally, the
third section compares the most important features of the Egyptian experience
with those of the international experiences, concluding with a proposed optimum
institutional form. Paper Link

APRIL 2018

ECES


FARAHAT. R, AND A. DAWOUD. INDECISIVENESS OF PUBLIC OFFICIALS: THE PROBLEM AND
SOLUTIONS. ECES-WP192, 2018

This study aims to provide legal solutions for the problem of indecisiveness by
comparing the criminal liability of a civil servant with the civil
responsibility of
the board members of joint stock companies. Findings suggest that a legislation
is needed to protect public officials and employees from being penalized for
their decisions, provided that the relevant conduct is legitimate and does not
entail corruption. Paper Link


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+20 010 95 754 699

GIZA - EGYPT

ADAWOUD@ECES.ORG.EG

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