MINE KARA
BIM SPECIALIST | DATA SCIENTIST
ABOUT ME
As a BIM Specialist with nearly four years of hands-on experience, I have built a strong foundation in digital construction and intelligent building design. My journey into Data Science, supported by a master's degree in the field, has allowed me to merge spatial intelligence with advanced analytics— turning complex data into actionable insights that drive smarter, more efficient outcomes across the AEC industry and beyond.
BIM PORTFOLIO
Dive into my work as a BIM Specialist, where I combine technology and innovative design to deliver efficient and collaborative building solutions.
DATA SCIENCE PORTFOLIO
Explore how I leverage data to uncover insights, build predictive models, and solve complex problems through my projects.
MINE KARA
Greetings! I’m Mine. As a Civil Engineer and BIM Specialist with a Master's degree in Big Data Analytics, I thrive at the intersection of design, technology, and data. My academic foundation from Istanbul Technical University, combined with my data-centric master's from MEF University, has empowered me to lead impactful projects that blend engineering precision with data-driven innovation.
Over the past several years, I’ve worked on complex infrastructure, metro, and industrial projects across Turkey and France. I specialize in Building Information Modeling (BIM), where I not only handle clash detection and high-LOD modeling but also automate processes using tools like Dynamo and Python. My experience with Revit, Navisworks, BIM 360, and Allplan enables me to coordinate multi-disciplinary teams while ensuring ISO 19650 compliance and streamlined project execution.What sets me apart is my ability to turn technical data into clear, strategic insights. By integrating Power BI and Tableau dashboards, I help project stakeholders visualize performance and make smarter decisions. I see BIM not just as a modeling tool, but as a holistic approach to smarter, more connected construction.I am now focused on shaping the future of construction through smart workflows, AI integration, and digital twins. Passionate about both teaching and learning, I enjoy sharing my knowledge while continuing to explore the limitless potential of data in AEC.
DATA SCIENCE PORTFOLIO
Customer Engagement Analysis & Visualization Dashboard
In this Customer Engagement Analysis project, I developed a multi-page data visualization dashboard using SQL and Tableau to analyze and visualize key metrics for an e-learning platform. The dashboard provides deep insights into student engagement, course popularity, and registration trends, enabling data-driven decisions to enhance the user experience and optimize course offerings.
Music Genre Classification with PCA and Logistic Regression
In this Music Genre Classification project, I utilized machine learning techniques to classify music tracks into different genres. By applying Principal Component Analysis (PCA) for dimensionality reduction and logistic regression for model training, I successfully predicted and filled in missing genre information, enhancing the dataset's completeness.
Income vs Party Identification - Statistical Testing
This project examines how annual household income influences political party preferences among ethnic minorities in the UK. Analyzing 2010 survey data from five minority groups, it identifies income-based patterns in party affiliation, with higher earners leaning toward Conservatives and lower-income groups favoring Labour or remaining undecided. These findings can help political parties tailor strategies to better engage minority communities based on income differences.
Mobile Gaming Analytics
This project analyzes mobile game data to enhance player engagement and profitability. Key metrics like LTV, retention rates, and ad revenue are evaluated to identify revenue drivers and optimize monetization. Additionally, data models help detect in-game cheating and predict player progression, supporting strategies to improve retention and in-game reward systems.
Newsfeed Analysis in Tableau
In this Newsfeed Analysis project, I utilized Tableau to examine user interaction patterns with the Newsfeed feature of a website. The analysis focused on understanding how users engage with both automated and manual posts, with the goal of identifying content types that drive higher engagement and providing actionable recommendations to optimize the Newsfeed for better user retention.
User Journey Analysis
In this User Journey Analysis project, I developed Python tools to analyze real-world data from an online learning platform, identifying key user behaviors and page sequences that drive subscription conversions.
Food Recommendation System
This project was born out of a passion for developing an app for those who don't know what to do for dinner. With a focus on streamlit, we aim to recommend food based on calorie and time.
Customer Segmentation with RFM Analysis
In this project, I applied clustering techniques to segment FLO’s customers based on their behaviors, enabling the creation of targeted marketing strategies for each segment.
S&P 500 Stock Market Prediction using Machine Learning
The S&P 500 Stock Market Prediction project uses advanced machine learning and data analysis to forecast future movements of the S&P 500 index, aiding investors and financial institutions in making informed decisions.
Shelf Space Allocation
This project improved inventory management by using machine learning to prioritize motors and develop a recommendation system for optimal shelf assignments based on warehouse layout and historical data.
BIM PORTFOLIO
Coeur de vie
Residential Development Project
This project represents an innovative residential offering by a leading developer, designed to meet the shifting expectations of modern residents. Emphasizing adaptability, sustainability, and high-quality living spaces, the development includes PMR-compliant layouts (for accessibility), flexible room configurations, and a fully digitalized approach to architectural design.
Médiathèque
Rehabilitation of a Municipal Building into a Media Library
This project centers on transforming a municipal building in Mer, Loir-et-Cher, into a modern media library to expand community cultural services. Set within the framework of the city’s 2018 urban revitalization study, the development aims to increase access to public reading and cultural activities for the town’s 6,300 residents and surrounding communities.
Restructuration de l’Ecole Jules Ferry Montmorency
Renovation of Jules Ferry School in Montmorency
This project entails the expansion and comprehensive restructuring of the Jules Ferry Primary School complex in Montmorency. The school buildings, consisting of three main structures (Buildings A, B, and C), are set to be renovated to improve functionality, accessibility, and safety. The project also includes the creation of new facilities for after-school programs and a revamped school cafeteria.
Steel Structure Extension for Warehouse in Ankara
This project involved the design and construction of a steel structure extension for a major e-commerce company's warehouse in Ankara. The extension was added to enhance the facility's capacity and operational efficiency. The collaboration of construction and mechanical engineers ensured a seamless integration with the existing warehouse, while the use of Building Information Modeling (BIM) technology played a crucial role in optimizing the design, coordination, and project execution.
Gare Triangle de Gonesse
Subway Station Project
This project involves the design and construction of a 20 km automated metro line, featuring two main stations, multiple support structures, and a dual-track tunnel. Led by a major public infrastructure organization and executed by a specialized consortium, the project uses advanced BIM technology to optimize design, streamline coordination, and ensure high standards in execution for a reliable and efficient transit system.
PÉPINIÈRE D'ENTREPRISES DE L'AUXERROIS
Facility Renovation and Upgrade Project
This project involves the functional redevelopment and modernization of a business site, located at Auxerre, overseen by a prominent industrial coordination firm. The scope of work includes extensive structural and technical upgrades, from asbestos and lead removal to comprehensive installations of electrical, heating, and ventilation systems, as well as renewable energy solutions like photovoltaic panels.
CREATION D'UN ENSEMBLE DE BUREAUX
Development of a New Office Complex
This project involves the development of a new 30,000 m² office complex in Bagnolet, designed to replace an existing structure with a modern, sustainable building. Utilizing a comprehensive Building Information Modeling (BIM) approach, the project aims to streamline the design, construction, and eventual operation phases, ensuring high standards in structural integrity and environmental performance.
La déchèterie de Pontault Combault
Redevelopment of a Recycling Facility
This project involves the comprehensive redevelopment of a municipal waste collection and recycling facility. The initiative addresses critical issues related to capacity, safety, and environmental compliance, while integrating a new “reuse center” to encourage sustainable waste practices within the community.
Coeur de vie
Residential Development Project
This project represents an innovative residential offering by a leading developer, designed to meet the shifting expectations of modern residents. Emphasizing adaptability, sustainability, and high-quality living spaces, the development includes PMR-compliant layouts (for accessibility), flexible room configurations, and a fully digitalized approach to architectural design.Unique Features and ApproachAdaptable Layouts: Each unit offers two primary layout options: a standard PMR-compliant plan and a reversible layout that can be customized to meet personal preferences.Enhanced Bathroom Accessibility: Units feature spacious, zero-threshold shower spaces (120x90 cm), ensuring accessibility and modern design aesthetics.Premium Materials: Durable, high-quality materials such as VIPANEL shower panels and resilient shower bases have been selected for both function and visual appeal.Sound Insulation and Sustainability: Acoustic-resistant components and concealed ventilation enhance comfort and energy efficiency, while ensuring full regulatory compliance.This development showcases a forward-thinking residential design approach, combining structural integrity, flexibility, and a resident-centered experience for contemporary urban living.
Médiathèque
Rehabilitation of a Municipal Building into a Media Library
This project centers on transforming a municipal building in Mer, Loir-et-Cher, into a modern media library to expand community cultural services. Set within the framework of the city’s 2018 urban revitalization study, the development aims to increase access to public reading and cultural activities for the town’s 6,300 residents and surrounding communities.Key Project Features and GoalsExpanded and Accessible Facilities: Renovations will expand the current space and ensure full accessibility, creating areas for books, media, and digital resources with dedicated workspaces and leisure zones.Sustainable Design: Incorporating sustainable materials, energy-efficient heating, and a green exterior layout, the design will support local environmental goals.Community-Focused Design: Spaces will foster social connections and digital inclusivity through flexible, multi-purpose areas for exhibitions, workshops, and events.With a budget of €2.1 million, the project will establish a cultural hub for both residents and visitors, reflecting the city’s commitment to enriching public life through accessible cultural infrastructure.
Restructuration de l’Ecole Jules Ferry Montmorency
Renovation of Jules Ferry School in Montmorency
This project entails the expansion and comprehensive restructuring of the Jules Ferry Primary School complex in Montmorency. The school buildings, consisting of three main structures (Buildings A, B, and C), are set to be renovated to improve functionality, accessibility, and safety. The project also includes the creation of new facilities for after-school programs and a revamped school cafeteria.Key Project ElementsBuilding Upgrades: Full renovations to improve infrastructure, accessibility, and functionality across all buildings.Energy Efficiency: Meeting high energy performance standards, including HQE certification for sustainable building practices, ensuring environmental responsibility and energy savings.Phased Construction in an Active Environment: Construction is organized in phases to allow uninterrupted school operations, with specific activities scheduled during school holidays to minimize disruption.This redevelopment project will provide enhanced educational facilities, modernize infrastructure, and support a sustainable learning environment, benefiting students, staff, and the community.
Steel Structure Extension for Warehouse in Ankara
The project involved the design, consultancy, and supervision of a mezzanine steel structure to be constructed above the ground floor of the reinforced concrete system at major e-commerce company's warehouse in Ankara. The steel platform, spanning 8,200 square meters and consisting of eight levels, was designed to support a conveyor system. A critical part of the project was ensuring the seamless integration of the steel structure with the existing conveyor and concrete systems, requiring thorough clash detection and coordination between the various disciplines.Additionally, the project encompassed the review of the tender documentation and oversight of the manufacturing process during the construction phase. This ensured that the steel structure was built to the required specifications and met all quality and safety standards. Throughout the project, detailed attention was given to monitoring site progress and ensuring the accuracy of the steelwork fabrication, contributing to the overall success of the facility’s expansion and operational enhancement.
Gare Triangle de Gonesse
Subway Station Project
The project involved the design, coordination, and execution of a 20 km automated metro line as part of an extensive urban transportation network. This metro segment includes two major stations, multiple ancillary structures, and a dual-track tunnel, all strategically developed to enhance connectivity in a high-density area. Led by a prominent public infrastructure organization and executed by a specialized consortium, the project required seamless integration of architectural, structural, and MEP elements.A key component of the project was the implementation of Building Information Modeling (BIM) to optimize design accuracy, enhance interdisciplinary coordination, and streamline project execution. BIM technology facilitated clash detection, model-based reviews, and data integration across the project phases, ensuring the metro line met rigorous standards for safety, efficiency, and user experience. Additionally, the project team conducted detailed reviews of design specifications, oversight during tender and construction phases, and rigorous quality control to ensure that all structural and operational requirements were met. Through meticulous planning and advanced BIM processes, the project promises a durable, reliable transit solution that supports the growing demands of urban mobility.
PÉPINIÈRE D'ENTREPRISES DE L'AUXERROIS
Facility Renovation and Upgrade Project
This project involves the functional redevelopment and modernization of a business site, located at Auxerre, overseen by a prominent industrial coordination firm. The scope of work includes extensive structural and technical upgrades, from asbestos and lead removal to comprehensive installations of electrical, heating, and ventilation systems, as well as renewable energy solutions like photovoltaic panels.Key Project Phases and ObjectivesSite Safety and Accessibility: Maintaining safe pedestrian and vehicular access throughout construction, with secure, clearly marked boundaries to ensure public safety.Hazardous Material Management: Compliance with safety regulations for asbestos and lead handling, including isolation zones, secure waste removal, and atmospheric monitoring.Construction and Utility Upgrades: Structural enhancements including roofing, masonry, and interior fittings, along with essential utility updates to improve operational efficiency and safety.The project, set for completion within a 12-month timeframe, aligns with rigorous health, safety, and environmental standards to deliver a secure and sustainable business facility for future operations.
CREATION D'UN ENSEMBLE DE BUREAUX
Development of a New Office Complex
This project involves the development of a new 30,000 m² office complex in Bagnolet, designed to replace an existing structure with a modern, sustainable building. Utilizing a comprehensive Building Information Modeling (BIM) approach, the project aims to streamline the design, construction, and eventual operation phases, ensuring high standards in structural integrity and environmental performance.Project Objectives and BIM ImplementationEnhanced Design Quality: BIM technology is applied to improve the accuracy and efficiency of design, reducing potential errors across architectural and structural elements.Collaborative Digital Platform: The project promotes a collaborative digital workspace for all stakeholders, including the architectural and engineering teams, contractors, and environmental specialists, ensuring clear communication and coordination.Sustainable and Durable Construction: Using BIM-based energy performance analysis, the project aims for high energy efficiency and reduced environmental impact, aligning with industry best practices.The new office complex will be realized with an emphasis on sustainability, quality assurance, and a cutting-edge digital approach, creating a dynamic, resilient workspace for future tenants.
La déchèterie de Pontault Combault
Redevelopment of a Recycling Facility
This project involves the comprehensive redevelopment of a municipal waste collection and recycling facility. The initiative addresses critical issues related to capacity, safety, and environmental compliance, while integrating a new “reuse center” to encourage sustainable waste practices within the community.Key Project Elements and ObjectivesModernized Infrastructure: Expanding from its original footprint to cover approximately 18,800 m², the facility will include upgraded drop-off zones, new compactors, and an optimized layout to improve traffic flow and reduce user wait times.Enhanced Environmental Compliance: The facility will feature dedicated zones for various types of waste, adhering to stringent safety standards for handling hazardous and recyclable materials.Emphasis on Reuse and Sustainability: The newly integrated reuse center will focus on waste reduction and material repurposing, aligning with community environmental goals and providing spaces for public education on sustainable practices.This redevelopment project exemplifies a progressive approach to municipal waste management, balancing efficiency, user accessibility, and environmental responsibility.
