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I am a student working on my dissertation project and need a freelance Unity developer to help me create a basic 2D game with an AI and machine learning-based system to automate game testing. The purpose of this project is academic only. I do not need a highly polished or commercial-level product. The focus is on demonstrating how AI and ML can help test a game by identifying bugs, balance issues, or unexpected gameplay behaviors. Project Requirements: 1. Develop a simple 2D Unity game (platformer or similar) with: 2 to 3 basic levels Basic gameplay elements (e.g., character movement, jumping, enemies, objects to collect or interact with) 2. Create AI agents (bots) that simulate player actions: Walk, jump, attack, collect items Explore the levels repeatedly to detect issues 3. Implement Machine Learning components: Use ML techniques (e.g., reinforcement learning or supervised learning) to improve AI testing efficiency over time Allow the AI to adapt its behavior based on previous test results (e.g., avoiding known stuck points, optimizing test paths) 4. Implement a basic test reporting system inside Unity: Log how long each test run took Record where the AI got stuck, if any crashes occurred, or if any unusual behavior was detected 5. The system should detect and report: Areas where player gets stuck Actions that don’t function properly Levels that are too hard or too easy Any crash or unexpected behavior Notes: This is strictly a student-level project meant only to demonstrate a concept. It does not require advanced graphics, animations, or high-end AI/ML. Just the basic functionality is enough to help me pass. Budget & Timeline: Budget: ₹6000 (fixed) Timeline: 5 to 7 days Please only apply if you're comfortable working within this budget and can deliver within the given timeline.
Project ID: 39689894
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Hi, This sounds like a really interesting project! I’ve worked with Unity 2D and ML-Agents before, and I can help you build a simple game with AI bots that can test and adapt as you described. I understand it’s for academic purposes, so I’ll keep it focused on the core functionality rather than polish, and I can complete it within your budget and timeline. Would love to hear more about your game idea so we can get started!
₹6,000 INR in 3 days
1.1
1.1
10 freelancers are bidding on average ₹5,310 INR for this job

As a highly skilled Unity developer with extensive experience in 2D game development, I am particularly excited about your academic project. My proficiency in C# programming and deep understanding of Unity will enable me to create a simple yet effective game that fulfills your project requirements. I can effortlessly incorporate the basic gameplay elements you mentioned and design 2-3 levels to showcase your AI and machine learning-based automated testing system. Additionally, my strong grasp on AI techniques such as reinforcement learning and supervised learning coupled with my expertise in creating sophisticated AI agents would be instrumental in your project's execution. I can ensure that the ML components adapt impeccably over time, optimizing test paths, detecting bugs or imbalance, and ultimately generating comprehensive test reports. Lastly, I can provide a complete package by integrating AWS DevOps into this Unity project for smooth scalability and faultless delivery of your academic project. All within your stipulated budget and timeline. I bring proven good organizational skills, meticulous attention to detail, and a dedicated work ethic which will help avoid any unnecessary delays or issues. Let's work together towards not just successfully completing this project but also making it a testament to your hard work and ideas. Don't hesitate to get in touch!
₹5,000 INR in 7 days
5.7
5.7

Hi, Though I’m new on this platform, I’ve successfully delivered many projects outside. I completely understand your requirement for a basic 2D Unity game with AI and machine learning-based automated testing for academic purposes. Here is what you can expect- A simple 2D game (2–3 levels, basic mechanics like movement, jump, enemies, collectibles) AI agents to simulate player actions and explore levels repeatedly ML components to improve testing efficiency and adapt over time In-game reporting (logs for stuck points, crashes, unusual behaviors) Detection of balance issues, stuck areas, and non-functioning actions Special Offer: While your budget is ₹6000, I’ll do it for ₹5600 as a goodwill discount, with unlimited revisions until you are fully satisfied. Delivery Time: 5–7 days Quality: Clear, functional, and focused on your academic demonstration goals Let’s bring your dissertation project to life!
₹5,600 INR in 7 days
2.8
2.8

As an experienced Unity Game Developer, I am well-equipped to tackle your academic project efficiently and within the stipulated budget and timeframe. My broad skill set allows me to create games on various platforms like Android, iOS, and WebGL while optimizing their performances. Alongside this, I have ample knowledge in integrating features such as ads into the game, creating 3D environments using shaders and lightning, and designing terrain for better gameplay. In terms of your specific project needs, my background in game development aligns seamlessly. I have successfully built both 2D and 3D games with varying complexities in past projects. My proficiency in using lifelike AI agents to simulate realistic player actions coupled with my understanding of leveraging machine learning methods help me design a system that learns from its experiences over time to improve the accuracy of testing. That way, we can showcase not just a functional game but also a viable solution for automated game testing using AI. Moreover, being a student-centered project, I understand the importance of working within a modest budget without compromising quality or task completion efficiency. Given my vast experience in Unity Game Development with an emphasis on efficient optimization and effective utilization of available resources, you can trust that your project will be handled with utmost diligence. Let's collaborate and make your academic demonstration impactful!
₹7,000 INR in 7 days
2.1
2.1

Hello, I’m Rahul, and I’ve worked on multiple research and development projects during my BTech at IIT Mandi, including projects involving Unity, VR applications, and AI/ML integration. I have hands-on experience in developing interactive games and implementing machine learning systems for automation and intelligent behavior. For your project, I can: Build a simple yet functional 2D Unity game with 2–3 levels, basic gameplay mechanics, and interactive elements. Implement AI agents that can simulate player behavior (movement, jumping, attacking, collecting items) to test the game. Integrate machine learning techniques (reinforcement learning/supervised learning) to allow the AI to adapt and improve test coverage over time. Develop a reporting system that logs test runs, stuck points, crash detections, and difficulty evaluations. Given my background and expertise, I can ensure the project will be well-structured, functional, and tailored for academic demonstration.
₹4,500 INR in 4 days
1.6
1.6

I am a perfect fit for your project and understand the need for a basic 2D Unity game with AI and machine learning for automated testing. While I am new to freelancer, I have tons of experience and have done other projects off-site. I specialize in Unity game development, AI programming, and machine learning integration. I can create the simple 2D game levels, design AI agents, and implement machine learning components efficiently. I would love to chat more about your project! Regards, Dwayne
₹4,000 INR in 10 days
0.0
0.0

As an experienced Unity Developer adept in C# programming, game design and development, including game testing, I'm the ideal candidate to help you bring your academic project to life. My skills in Unity 3D are a perfect match for your requirements, enabling me to build you a basic 2D game with a functional AI system that employs ML techniques for automated game testing. Not only do I have the expertise to create the different gameplay elements and 2-3 levels that you need, but I can also implement the AI agents that simulate player actions effectively. Moreover, my previous work has involved optimizing performance for smooth gameplay, which aligns directly with your budget-conscious requirements and need for a simple functioning system. I strongly believe in consistent communication and updates throughout the project lifecycle, something that'll prove particularly valuable given your timeline boundaries. In conclusion, partnering with me for this project ensures you receive work from a seasoned professional who's not only passionate about what they do but also committed to exceeding client expectations. Let's collaborate and create an incredible demonstration of the practical applications of AI and ML in gaming!
₹5,000 INR in 7 days
0.0
0.0

Hi there! I know it can be stressful trying to finish a dissertation project when coding, AI logic and game testing all need to come together in a short time. Managing Unity game building along with ML integration can easily eat up your study time. I can create a simple but fully functional 2D Unity game with basic levels and AI bots that automatically test gameplay. The ML system will help the bots learn and improve testing efficiency, log bugs or stuck points, and give clear reports. Everything will be lightweight, focused on your academic needs and delivered within your budget and deadline. Do you already have a preferred game concept or should I propose a simple platformer idea for you Open chat now so we can get started quickly.
₹5,000 INR in 7 days
0.0
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As CEO of Williams Corporation and a seasoned Full Stack Developer with expertise in C#, C++, database design, API architecture, Blockchain, and Game Development, I am well-equipped to deliver your Unity game project. I can implement an efficient test reporting system, create AI agents to simulate player actions for bug detection and balance testing, and apply Machine Learning techniques to enhance AI testing over time. With a proven track record in innovation and problem-solving, I offer the skills, precision, and dedication needed to meet your academic goals while staying within budget.
₹5,000 INR in 5 days
0.0
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I am a game developer with over 10 years of experience, specializing in creating engaging and polished mobile games for both iOS and Android. My portfolio includes several published titles on Google Play Store and Amazon Store, such as the Tili Bom Horror Game saga, developed under my own studios (Rg Games Company and GunsGod Games Company). I have strong expertise in Unity, solid knowledge of mobile UI/UX, and proven skills in genres like adventure, strategy, and puzzles. I focus on delivering smooth performance, optimized assets, and captivating gameplay while staying within budget and deadlines. I maintain clear communication throughout the project, providing regular updates and feedback loops to ensure alignment with your vision.
₹6,000 INR in 5 days
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