Dear Hiring Team at Twine, I am excited to apply for the Data Analyst – Business Insights position. With hands-on experience in data analysis, business reporting, and visualization, I have developed a strong ability to turn complex datasets into clear, actionable insights that support data-driven decisions. I am currently based in Warsaw, Poland, and hold a background in Computer Engineering (AI specialization), which I will complete in March 2026. In my current role as a Business Operations Analyst, I analyze operational and financial data using Power BI, SQL, and Excel to track performance, identify patterns, and support process improvements across HR, logistics, and property operations. Previously, as a Junior Reporting Analyst, I worked on collecting and cleaning data, building dashboards, and automating recurring reports to enhance efficiency and accuracy. These experiences have sharpened my technical and analytical skills while strengthening my ability to communicate insights clearly to both technical and non-technical audiences. I’m particularly drawn to Twine because of its innovative approach to connecting professionals in a data-driven and flexible work environment. I value precision, clarity, and continuous learning, and I’m confident that my experience with large datasets and visualization tools aligns perfectly with your need for insightful, high-quality analysis. Thank you for considering my application. I would be thrilled to bring my analytical mindset, technical expertise, and collaborative spirit to your team and contribute to Twine’s mission of empowering creators and businesses through data. Best regards, Mohamed Ibrahim

Mohamed Ibrahim

Dear Hiring Team at Twine, I am excited to apply for the Data Analyst – Business Insights position. With hands-on experience in data analysis, business reporting, and visualization, I have developed a strong ability to turn complex datasets into clear, actionable insights that support data-driven decisions. I am currently based in Warsaw, Poland, and hold a background in Computer Engineering (AI specialization), which I will complete in March 2026. In my current role as a Business Operations Analyst, I analyze operational and financial data using Power BI, SQL, and Excel to track performance, identify patterns, and support process improvements across HR, logistics, and property operations. Previously, as a Junior Reporting Analyst, I worked on collecting and cleaning data, building dashboards, and automating recurring reports to enhance efficiency and accuracy. These experiences have sharpened my technical and analytical skills while strengthening my ability to communicate insights clearly to both technical and non-technical audiences. I’m particularly drawn to Twine because of its innovative approach to connecting professionals in a data-driven and flexible work environment. I value precision, clarity, and continuous learning, and I’m confident that my experience with large datasets and visualization tools aligns perfectly with your need for insightful, high-quality analysis. Thank you for considering my application. I would be thrilled to bring my analytical mindset, technical expertise, and collaborative spirit to your team and contribute to Twine’s mission of empowering creators and businesses through data. Best regards, Mohamed Ibrahim

Available to hire

Dear Hiring Team at Twine,

I am excited to apply for the Data Analyst – Business Insights position. With hands-on experience in data analysis, business reporting, and visualization, I have developed a strong ability to turn complex datasets into clear, actionable insights that support data-driven decisions. I am currently based in Warsaw, Poland, and hold a background in Computer Engineering (AI specialization), which I will complete in March 2026.

In my current role as a Business Operations Analyst, I analyze operational and financial data using Power BI, SQL, and Excel to track performance, identify patterns, and support process improvements across HR, logistics, and property operations. Previously, as a Junior Reporting Analyst, I worked on collecting and cleaning data, building dashboards, and automating recurring reports to enhance efficiency and accuracy. These experiences have sharpened my technical and analytical skills while strengthening my ability to communicate insights clearly to both technical and non-technical audiences.

I’m particularly drawn to Twine because of its innovative approach to connecting professionals in a data-driven and flexible work environment. I value precision, clarity, and continuous learning, and I’m confident that my experience with large datasets and visualization tools aligns perfectly with your need for insightful, high-quality analysis.

Thank you for considering my application. I would be thrilled to bring my analytical mindset, technical expertise, and collaborative spirit to your team and contribute to Twine’s mission of empowering creators and businesses through data.

Best regards,
Mohamed Ibrahim

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Language

English
Fluent
Arabic
Fluent
Polish
Beginner
German
Beginner

Work Experience

Business Operations Analyst at ILS Sp. z o.o.
February 1, 2025 - November 5, 2025
Analyzed cross-functional data (HR, logistics, property operations) to surface drivers of occupancy, cost, and workforce efficiency. Built automated Power BI dashboards and Excel reports; standardized KPI definitions for occupancy, revenue, and staffing costs. Improved data reliability by cleaning datasets and reconciling booking, workforce, and financial sources; reduced manual fixes and rework. Identified operational bottlenecks and recommended scheduling/pricing actions to address them. Partnered with managers to translate insights into process changes to streamline workflows and support profitability goals.
Junior Reporting Analyst at ILS Sp. z o.o.
February 1, 2025 - February 1, 2025
Collected, cleaned, and merged operational data using Excel and SQL to support daily/weekly reporting. Assisted in building and maintaining visual dashboards for stakeholders; ensured consistency between source systems and reports. Documented reporting logic and supported basic automation to reduce repetitive manual steps. Worked with the team to investigate anomalies and fix root‑cause data quality issues. Solved day-to-day reporting issues by checking data sources, correcting inconsistencies, and finding practical ways to make reports more reliable and easier to update.
Data Analysis Intern at Billennium
January 1, 2023 - January 1, 2023
Supported the analytics team with daily reporting tasks and data organization. Updated Excel sheets and Power BI dashboards with new data entries. Verified data accuracy and assisted in preparing weekly performance summaries. Helped maintain internal datasets and documentation for ongoing projects. Learned the basics of SQL and Power BI through hands-on practice with real business reports.

Education

B.Eng., Computer Engineering (AI Specialization) at Vistula University
January 1, 2021 - January 1, 2026

Qualifications

Data Analysis with Python (freeCodeCamp)
January 11, 2030 - November 5, 2025

Industry Experience

Software & Internet, Professional Services, Education