Bus Network Demand Modeler with PTV Visum -- 2

@LiveExperts

Hello, As someone with substantial experience in transit demand modeling, specifically with PTV Visum, I am confident that I am the right fit for the job at hand. My past work has involved extensively with OD matrix development, public transport assignment, and passenger flow analysis - all key requirements of this project. Your specific need for scenario analysis and forecasting is also an area where I have cleared demonstrated my aptitude. At the heart of any successful project is comprehensive data analysis and that's where my expertise lies. Your requirement to integrate various historical transit data aligns perfectly with my skills in R Programming, SPSS Statistics, and Excel. Additionally, I've always placed particular emphasis on clear documentation of methodology and assumptions, a quality that can be supremely beneficial for your project. I emphasize not only on just providing outputs but also providing deep insights and planning-ready KPIs that steer decision-making effectively. On top of all this, my team has proficiency in statistIcs/data analysis & knowledge of engineering tools like SIMULINK & SoildworKs that will assist in generating assorted deliverables like A calibrated PTV Visum model; peak and off-peak OD matrices; Passenger flow/load analysis outputs; Scenario comparison results; Methodology, & Validation document. Given our formidable combination of skills and experience along with our dedication to client s Thanks!

@AwaisChaudhry

Hello, I'm Muhammad Awais. I will build and calibrate a PTV Visum model for your city bus network, covering peak and off-peak demand, with frequency-based assignment where applicable. I will integrate historical AFC, boarding counts, and passenger data to develop robust origin–destination matrices and provide passenger flow outputs, loads by route, and stop-level boarding/alighting figures. The work includes forecasting and scenario analysis to compare changes in frequency, route structure, and capacity, plus route optimization support with clear planning KPIs. Deliverables: calibrated Visum model, peak/off-peak OD matrices, passenger flow and load analyses, scenario comparison results, and a short methodology/validation document. I will export results to Excel and Power BI and document assumptions clearly. What is your top priority for the model in the next sprint? What are your target KPIs for peak vs off-peak performance (load factors, headways, reliability) and data sources to prioritize? Do you have PAT-028 frequency-based assignment available, or should I implement a compatible approach? Is AFC/APC data ready for integration, and what is its quality status (gaps, duplicates)? What delivery formats do you prefer for outputs (Visum files, Excel dashboards, Power BI) and any template requirements for methodology docs? Are there any data privacy or sharing constraints I need to follow? Best regards,

@dvcontact

Hello, Would you like us to build a working prototype of your PTV Visum transit model—including calibrated OD matrices and scenario outputs—so you can see the exact insights before committing? We combine deep PTV Visum expertise with AFC/APC data integration and frequency-based assignment to deliver a production-ready model that identifies under-utilized routes and crowding hotspots, enabling data-driven service optimization decisions. Let's connect to discuss your network's specific demand patterns and how we can accelerate your route optimization strategy. Best, Smith

@irsolutions

With over 10 years of experience in web and mobile development, including 5+ years of blockchain expertise, I understand the importance of accurate and efficient transit demand modeling for your city bus network project using PTV Visum. In past projects, I have successfully integrated historical transit data, developed OD matrices, and performed passenger demand forecasting, aligning with the requirements you've outlined. My experience in AI/ML development also allows me to provide insightful route optimization support and scenario analysis to enhance your public transport operations. I specialize in delivering tailored solutions for industries like FinTech, HealthTech, and blockchain, where data integration and forecasting play a crucial role. By leveraging my expertise in PTV Visum and strong analytical skills, I am well-equipped to support your project's route optimization decisions and provide planning-ready KPIs and insights. I am eager to collaborate and bring my skills to your project. Please feel free to reach out to discuss how I can help you achieve your transit demand modeling goals effectively and efficiently.

@doctorkendrick20

Hi, Statistics is my favorite subject and will be glad to help. I have skills in Data Processing, Statistics, R Programming Language, Python, Machine Learning, SPSS, Tableau and Excel.

@AmazingEngr76386

With my extensive experience in transit demand modeling, public transport assignment, and passenger flow analysis, I am the ideal candidate for your project. I have a strong proficiency in PTV Visum and have effectively utilized it to develop efficient public transport models that factor in peak and off-peak periods. My expertise extends to OD matrix development, calibration, data integration, and passenger load analysis ─ skills essential for carrying out the comprehensive analyses you require. Drawing from my analytical skills and understanding of public transport operations, I can effectively perform passenger demand forecasting and provide valuable insights on various service scenarios such as frequency, route restructuring, and capacity adjustments. I believe my capability to identify underutilized routes and support route optimization decisions with model outputs aligns perfectly with your objectives. What's more? I also possess desirable supplementary skills such as AFC /APC data integrations, GTFS experience, and the ability to clearly document methodology — ensuring the delivery of planning-ready KPIs and high-quality scenario comparison results.

@dissanayakepvt

Hello, I am experienced in transit demand modeling and proficient in PTV Visum. I can deliver: • A calibrated PTV Visum model with peak/off-peak OD matrices. • Comprehensive passenger flow analysis and scenario comparisons. • Clear documentation of methodology and validation. I have a strong background in data integration and forecasting, ensuring actionable insights for route optimization. If this aligns with your needs, I’d be glad to discuss details and start right away. What city is the bus network model for? Best regards, GISPromo IT Solutions

@emilesd617

Hi, I am a full-stack data and transport analyst with 8 years of solid experience in software development and data modeling, with a strong background in PTV Visum, transit demand modeling, OD matrix calibration, passenger flow analysis, and public transport assignment. I am familiar with Excel, Power BI, data integration, forecasting, scenario analysis, and route optimization for urban transit networks. For this project, I can build and calibrate a PTV Visum model for your city bus network, integrate historical AFC and passenger count data, develop OD matrices, and produce detailed passenger flow outputs for both peak and off-peak periods. I will also perform scenario analysis for route frequency changes, capacity adjustments, and route optimization, delivering planning-ready KPIs and clear methodology documentation. I'm an individual freelancer and can work in any time zone you prefer. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@eliza019

Hello there, With extensive experience in statistical and predictive analytics, My proficiency in SPSS combined with my programming skills in Python will not only ensure an effective data analysis but also allow for flexibility and automation, optimizing efficiency throughout the process. Throughout my career, I have consistently proven my problem-solving mindset transforming complex datasets into clear and actionable insights that clients can use to drive their business forward. Data cleaning and transformation is an often-overlooked area of importance; however, it's where precise analysis begins. My vast experience in this area ensures thorough sorting of your data for accurate analysis - leaving no stone unturned. Lastly, I recognize that clear communication is vital to successful project completion. I assure you of my commitment in communicating regularly and effectively throughout this project, leaving no room for ambiguities. Trusting me with this project will not just avail you of a qualified individual but also someone who is dedicated in leveraging their knowledge and experience for unparalleled client satisfaction.

@GameOfWords

Bus Network Demand Modeler with PTV Visum I’m a full-stack software engineer with expertise in React, Node.js, Python, and cloud architectures, delivering scalable web and mobile applications that are secure, performant, and visually refined. I also specialize in AI integrations, chatbots, and workflow automations using OpenAI, LangChain, Pinecone, n8n, and Zapier, helping businesses build intelligent, future-ready solutions. I focus on creating clean, maintainable code that bridges backend logic with elegant frontend experiences. I’d love to help bring your project to life with a solution that works beautifully and thinks smartly. To review my samples and achievements, please visit:https://www.freelancer.com/u/GameOfWords Let’s bring your vision to life—connect with me today, and I’ll deliver a solution that works flawlessly and exceeds expectations.

@jay8mac

I understand you need a Bus Network Demand Modeler with PTV Visum for public transport analysis. With a strong background in PTV Visum and transit demand modeling, I align perfectly with your requirements. My expertise includes OD matrix development, passenger flow analysis, and scenario forecasting. I guarantee top-notch results aligning with your goals. Let's collaborate to achieve your project milestones effectively. Looking forward to our potential partnership. Regards, Jason McLachlan

@SolutionMart

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@InnovationExpert

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@Jalpanvi786

Hello zaza999, I hope you’re doing well. I have carefully reviewed your requirements for the Bus Network Demand Modeler with PTV Visum -- 2, and l believe I am the best fit candidate for this due to my extensive experience in Excel, Data Analysis. I would like to grab this opportunity and will work till you get 100% satisfied with my work. I bring 7+ years of hands-on experience working with Excel, R Programming Language, Statistical Analysis, SPSS Statistics, Data Visualization, Data Analysis, Data Integration, Power BI, Urban Planning. I have successfully handled similar projects recently. You can expect clear communication and 100% satisfaction. Please come over to chat and discuss your requirements in detail. Best regards, Ismail

@dominicd28

Good evening , I hope this proposal finds you well. I have checked your project titled (Bus Network Demand Modeler with PTV Visum -- 2), which lies in my field of my certification & specialization. This is to inform you that I have KEENLY gone through your project description, CLEARLY understood all the project requirements as instructed in your project proposal and this is to let you know that I will perfectly deliver as desired. Being in possession of all stated required skills like; Data Visualization, R Programming Language, Power BI, Statistical Analysis, Excel, Data Integration, SPSS Statistics, Urban Planning and Data Analysis:, as this is my field of professional specialization having completed all certifications and developed adequate experience in the respective field, I hereby humbly request you to consider my bid for professional, quality and affordable services that meet all your requirements. I always guarantee timely delivery and unlimited revisions where necessary hence you are assured of utmost satisfaction when working with me. Please send me a message so that we can discuss more and seal the project. WELCOME.

@MIndlabsAi6

Hello zaza999, I am Vishal Maharaj, with 20 years of experience in R Programming Language and Data Visualization. I have carefully reviewed the requirements for the Bus Network Demand Modeler project with PTV Visum. To successfully complete this project, I will first build and configure a PTV Visum public transport model for the city bus network. I will then integrate historical transit data to develop and calibrate origin-destination matrices, analyze passenger flow outputs, and perform forecasting and scenario analysis. Additionally, I will identify under-utilized and over-crowded routes for route optimization support. Please initiate a chat to discuss further details and how I can assist in achieving the project objectives. Cheers, Vishal Maharaj

@GenoraLabs

Hello zaza999, I hope you're doing well. I wanted to inquire about your requirements for the Bus Network Demand Modeler with PTV Visum project. Do you currently have any existing transit demand modeling systems in place, or are you looking to implement one from scratch? Based on the project description, I would recommend considering a phased approach to ensure a smooth and efficient implementation process. In handling the project, I plan to meticulously build and configure the PTV Visum public transport model for your city bus network. By defining and modeling peak and off-peak demand periods, integrating historical transit data, and conducting passenger flow analysis, I aim to provide you with comprehensive insights into your network's performance. Key Deliverables: - Calibrated PTV Visum model - Peak and off-peak OD matrices - Passenger flow and load analysis outputs - Scenario comparison results I'll share my relevant portfolio with you in the DM. Kindly ping me there. My experience in transit demand modeling and public transport assignment ensures quality and consistent delivery. I'd be happy to discuss your project further and answer any questions. Best regards, Malaika

@pubududilshan94

✅✅✅✅✅ Ready To Support You Fully ✅✅✅✅✅ I understand you need an end-to-end PTV Visum public transport model that goes beyond “running assignment”: build the city bus network model, define peak/off-peak demand, calibrate OD matrices from AFC/APC/boarding counts, apply frequency-based PT assignment (PAT-028 where suitable), and deliver planning-ready outputs (flows, board/alight by stop, load factors/crowding) plus scenario forecasts and route-optimization insights. I’m an analytical full-stack/data engineer and can support the data engineering, OD matrix calibration workflow, KPI reporting, and export pipelines (Excel/Power BI) with strong rigor and documentation. However, I want to be transparent: if you require a Visum specialist who will directly configure PAT-028 and perform the full Visum calibration inside the software, that is a niche domain and I’m not going to pretend I’m the right “hands-on Visum operator” without seeing your existing model and data. If you already have Visum set up internally (or a Visum modeller on your side), I can plug in as the data/OD/KPI layer and accelerate the project significantly. If you need one person to do everything inside Visum, you’ll want someone with proven Visum/PAT-028 project history. If you want, share: (1) city size / number of lines & stops, (2) available data types (AFC/APC, counts, GTFS), and (3) target validation metrics—then I can propose a fixed-price plan and timeline.