Graduation Project: Chat @ ORTEC: pushing the limits of LLM's
2 maanden geleden
Job description
Large language models such as GPT4 have impressed the world with amazing capabilities. While they are excellent (not perfect) at textual tasks like question answering, summarizing texts or writing (an inspirational example for) your thesis, we want (you) to take it to the next step What can you make our chatbot do?
The challenge
At ORTEC, we deployed our own version of ChatGPT that can answer general questions but also answer questions based on our internal documents. However, we would like it to do much more: help with internal processes, interact with our product APIs on behalf of a user or even tune parameters for our algorithms
Think about ChatGPT plugins, but automatically deciding which plugin to use (yes, we're ambitious). Naturally, we put safety and responsibility first We want to stay friends with our AI’s ;)
Who you are
You are a master student (or student of applied sciences) in artificial intelligence or related field You have a strong affinity for and interest in language models and solid programming skills Experience with or contributions to open-source projects is a pre You are currently living in the Netherlands and you are studying at a Dutch University You communicate fluently in English, verbally and in writing You are available for 6 months for 32-40 hours a week
What we offer
Entrance to the most passionate powerhouse in applied mathematics. We share a drive to use our problem-solving skills to improve our planet, from the world at large to our own backyard. Inclusion in a company founded by graduate students back in 1981, which today still fosters its students by: Excellent supervision during your graduation project. Good internship allowance, laptop, and other office facilities. An open, kind, and fun culture. Young ORTEC, an association that organizes all kinds of activities for juniors, mediors, and graduate students at ORTEC, including Thursday afternoon drinks at our own bar “ORTap”.The next steps:
Did we peak your interest? Then upload your CV, motivation letter and grade lists (BSc and MSc in one PDF if applicable). The recruitment process will consist of two online assessments, first interview, and a second interview with a case.
What to expect
We will help you to thrive in your field of expertise. We offer development programs, tailored to your individual needs and function requirements, including opportunities to attend courses and seminars. We offer challenging, practical hands-on experience with opportunities to work abroad. We operate in a flat organizational structure that keeps communication lines short. The atmosphere is open, informal, cooperative and positive.
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Graduation Project: Chat @
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Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob description Large language models such as GPT4 have impressed the world with amazing capabilities. While they are excellent (not perfect) at textual tasks like question answering, summarizing texts or writing (an inspirational example for) your thesis, we want (you) to take it to the next step What can you make our chatbot do? The challenge At...
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Graduation Project: Driver happiness
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverages data etand mathematics to create value for businesses and society at large. We are active in the transport industry, where we develop and implement optimization software, data analytics solutions and consultancy services. We see that this industry, instead of focusing only on costs as in the ‘80s, is now pushed by...
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Graduation Project: Driver happiness
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverages data etand mathematics to create value for businesses and society at large. We are active in the transport industry, where we develop and implement optimization software, data analytics solutions and consultancy services. We see that this industry, instead of focusing only on costs as in the ‘80s, is now pushed by...
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverages data and mathematics to create value for businesses and society at large. They develop a leading employee rostering solution for various industries. The optimization module creates schedules for employees such that hard constraints (e.g., labor rules) are not violated and soft constraints (e.g., preferences of employees...
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Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob description ORTEC leverages data and mathematics to create value for businesses and society at large. They develop a leading employee rostering solution for various industries. The optimization module creates schedules for employees such that hard constraints (e.g., labor rules) are not violated and soft constraints (e.g., preferences of employees...
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverages data and mathematics to create value for businesses and society at large. They develop a leading employee rostering solution for various industries. The optimization module creates schedules for employees such that hard constraints (e.g., labor rules) are not violated and soft constraints (e.g., preferences of employees...
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Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob description At ORTEC, we built: it won the DIMACS 2022 challenge for the Vehicle Routing Problem with Time Windows (VRPTW). It is a hybrid genetic search algorithm that relies on clever data structures and algorithms to efficiently explore the huge space of possible route configurations and we continuously research potential improvements. While the...
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Graduation Project: Multi-objective optimization: The new optimum
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC serves several industries where routing is a crucial part of the operations, such as retail, e-grocery, and parcel delivery. In these businesses, there is a growing demand for optimization engines that not only look at efficiency, but also consider other objectives such as customer service level and driver happiness. In many...
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Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC serves several industries where routing is a crucial part of the operations, such as retail, e-grocery, and parcel delivery. In these businesses, there is a growing demand for optimization engines that not only look at efficiency, but also consider other objectives such as customer service level and driver happiness. In many...
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Zoetermeer, Nederland ORTEC VoltijdJob description At ORTEC, we built: it won the DIMACS 2022 challenge for the Vehicle Routing Problem with Time Windows (VRPTW). It is a hybrid genetic search algorithm that relies on clever data structures and algorithms to efficiently explore the huge space of possible route configurations and we continuously research potential improvements. While...
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Zoetermeer, Nederland ORTEC VoltijdJob description At ORTEC, we built: it won the DIMACS 2022 challenge for the Vehicle Routing Problem with Time Windows (VRPTW). It is a hybrid genetic search algorithm that relies on clever data structures and algorithms to efficiently explore the huge space of possible route configurations and we continuously research potential improvements. While...
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Graduation Project: Route Optimization in Timeslotting
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Zoetermeer, Nederland ORTEC VoltijdJob description The e-Grocery business, in which consumers shop for groceries online which will be delivered to their door, is growing rapidly. Efficiency in the delivery operations is of key importance here, so route optimization plays a large role in this business. Since customer orders come in all the time, and the order booking system needs...
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Graduation Project: Route Optimization in Timeslotting
6 dagen geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob description The e-Grocery business, in which consumers shop for groceries online which will be delivered to their door, is growing rapidly. Efficiency in the delivery operations is of key importance here, so route optimization plays a large role in this business. Since customer orders come in all the time, and the order booking system needs...
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Graduation Project: Route Optimization in Timeslotting
3 weken geleden
Zoetermeer, Nederland ORTEC VoltijdJob description The e-Grocery business, in which consumers shop for groceries online which will be delivered to their door, is growing rapidly. Efficiency in the delivery operations is of key importance here, so route optimization plays a large role in this business. Since customer orders come in all the time, and the order booking system needs...
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Graduation Project: Using AI in Self rostering
2 maanden geleden
Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverage data et mathematics to create value for businesses and society at large. They have a leading employee rostering solution for various industries. One of the possible rostering methods is self-rostering, where the employees express their preferences, compare them to the duty capacities and interchange shifts to define an...
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Graduation Project: Using AI in Self rostering
3 weken geleden
Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverage data et mathematics to create value for businesses and society at large. They have a leading employee rostering solution for various industries. One of the possible rostering methods is self-rostering, where the employees express their preferences, compare them to the duty capacities and interchange shifts to define an...
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Graduation Project: Using AI in Self rostering
6 dagen geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob description ORTEC leverage data et mathematics to create value for businesses and society at large. They have a leading employee rostering solution for various industries. One of the possible rostering methods is self-rostering, where the employees express their preferences, compare them to the duty capacities and interchange shifts to define an...
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Graduation Project: Learning to optimize with Deep Learning
2 maanden geleden
Zoetermeer, Nederland ORTEC VoltijdJob description At ORTEC, we solve thousands of optimization problems every day. While every problem is unique, there are patterns in the problem instances that we solve. Can we exploit the patterns in these problem instances, translating them into patterns for good solutions that we can learn from previously optimized solutions? The challenge ...
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Graduation Project: Learning to optimize with Deep Learning
3 weken geleden
Zoetermeer, Nederland ORTEC VoltijdJob description At ORTEC, we solve thousands of optimization problems every day. While every problem is unique, there are patterns in the problem instances that we solve. Can we exploit the patterns in these problem instances, translating them into patterns for good solutions that we can learn from previously optimized solutions? The challenge ...