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Data Science with less than a year in Data Analytics & AI/ML
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data & AI Associate with 9 months of hands-on experience in data warehousing, ETL pipelines, and AI/ML development. Proficient in Python, SQL, and various data visualization tools, I have contributed to significant projects involving data integration, optimization, and real-time analytics. My expertise spans across Microsoft Fabric, AWS Redshift, and various data modeling methodologies, enabling data-driven decision-making and business solution development.
Institute of Business Management (IoBM)
Bachelor of Science · Data Science
August 1, 2022 – June 1, 2026
VentureDive
Backend Intern
February 1, 2026 – May 1, 2026
Karachi, Sindh, Pakistan
TheCoded Inc
Associate Developer (AI/ML)
November 1, 2025 – January 1, 2026
India
Systems Limited
Data Analytics & AI Intern
July 1, 2025 – August 1, 2025
Karachi, Sindh, Pakistan
Medallion Architecture Implementation in Microsoft Fabric
September 1, 2025 – September 1, 2025
Demonstrates the Bronze → Silver → Gold data flow, showing how data progresses from raw ingestion to trusted, analytics-ready assets. Uses pipelines and notebooks to orchestrate ingestion, cleansing, transformation, and preparation of data for insights.
View ProjectRevenue Optimization Analysis – LivedIn, Riyadh (Capstone Project –Google Data Analytics Certificate)
May 1, 2025 – May 1, 2025
Analyzed LivedIn's Riyadh portfolio, identifying root causes of sub-50% weekday occupancy across five OTAs. Cleaned, aggregated, and visualized booking data (ADR, occupancy, ratings) in Excel/Tableau to reveal pricing gaps and underperforming segments. Recommended dynamic pricing, and OTA-specific promos projected to increase weekday bookings by 20%.
Oracle APEX Business Operations Dashboard
May 1, 2025 – May 1, 2025
Built a multi-module business operations dashboard using Oracle APEX, Oracle Database, and PL/SQL, applying schema design, data modeling, and foreign key constraints to manage customers, orders, vendors, expenses & sales. Integrated stored procedures, triggers, and aggregate queries to automate calculations and display real-time KPIs across modules through an interactive dashboard.
Google Data Analytics Professional Certificate
June 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic projects and internships show a diverse range of experiences, from data architecture implementation to revenue optimization and business dashboard development. Their involvement in a Google Data Analytics Certificate and various internships indicates a strong drive for continuous learning and skill development, aligning well with a growth-oriented culture. The breadth of tools and technologies explored (AWS, Microsoft Fabric, Oracle, Python ecosystem) suggests adaptability and a willingness to engage with different platforms, which is beneficial for cultural fit in dynamic environments.
Soft Skills & Operational Fit
The candidate demonstrates analytical thinking, problem-solving, teamwork, and attention to detail through their project descriptions and internship experiences. Their involvement in collaborative projects and research indicates a proactive approach to learning and contributing to team goals. The project leadership skill mentioned suggests potential for taking initiative.