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Sofia Abi's Portfolio

Professional Data Scientist

Turning data into decisions and coffee into insights — welcome to my digital lab! Here, algorithms mingle with curiosity, and every dataset tells a story (usually over a cup of espresso). Dive in and explore my projects, where numbers come to life.

About Sofia

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Meet Sofia

Hi, I'm Sofia — a certified data scientist with bachelor's degree in Statistics.

R & Python Programmer

Statistician

Shiny Developer

Streamlit

SQL

Github

GIT

Data Engineer/Scientist

Harleys Limited

Currently

Data Engineer/Scientist

Harleys Limited

Currently

Lead Data Scientist (Independent Contractor)

KontorVA

Currenty

Lead Data Scientist (Independent Contractor)

KontorVA

Currenty

Data Scientist

ICEA Lion

Oct 2022 - Feb 2023

Data Scientist

ICEA Lion

Oct 2022 - Feb 2023

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The Process

Project Flow

What working together looks like

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Discovery & Consultation

We start with a conversation to understand your project needs, goals, and timelines. This helps me tailor a solution that fits your vision and budget.

Discovery & Consultation

We start with a conversation to understand your project needs, goals, and timelines. This helps me tailor a solution that fits your vision and budget.

Proposal & Planning

I’ll provide a clear plan of action—scope, timeline, and deliverables. Once approved, we’ll move forward with the agreed roadmap.

Proposal & Planning

I’ll provide a clear plan of action—scope, timeline, and deliverables. Once approved, we’ll move forward with the agreed roadmap.

Execution & Delivery

I get to work, providing updates along the way. Final results are delivered on time, with revisions as needed to ensure you're fully satisfied.

Execution & Delivery

I get to work, providing updates along the way. Final results are delivered on time, with revisions as needed to ensure you're fully satisfied.

My services

Services

I help businesses turn complex data into clear insights through analytics, machine learning, and interactive tools.

Data Analysis

Predictive Modeling

Web App Development

Cloud computing

Web Scraping

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Data Analysis & Visualization

Extracting insights from raw data to guide smarter business decisions.

Data Analysis & Visualization

Extracting insights from raw data to guide smarter business decisions.

Web App Development

Building interactive tools and dashboards for real-time data exploration.

Web App Development

Building interactive tools and dashboards for real-time data exploration.

Predictive Modeling

Using machine learning to forecast trends and uncover future opportunities.

Predictive Modeling

Using machine learning to forecast trends and uncover future opportunities.

Natural Language Processing (NLP)

I bring NLP expertise to analyze language data and build smart, automated solutions that enhance communication and decision-making.

Natural Language Processing (NLP)

I bring NLP expertise to analyze language data and build smart, automated solutions that enhance communication and decision-making.

Visualization
GIT & Github
Deployment
Cloud Computing
Machine learning
Programming

NLP
Statistical Analysis
Database Management
Big Data
A/B Testing
Web Scraping