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I need a publish-ready academic article that offers a rigorous theoretical analysis of how artificial intelligence is reshaping student learning within higher education. The piece should be structured for submission to a peer-reviewed journal: abstract, introduction, conceptual framework, discussion, conclusion, and full reference list. Scope • Ground the argument in current scholarship but push it further with your own conceptual model explaining the mechanisms through which AI tools (e.g., adaptive tutoring systems, predictive analytics, generative AI) influence engagement, knowledge construction, and learning outcomes. • Situate the discussion in recognised theories—constructivism, self-regulated learning, socio-cultural perspectives, or any framework you judge mo...

Hiring: Lead Data Engineer (AI Focus) Location: Onsite – Hyderabad Role: Lead Data Engineer / AI Engineer / Data Scientist Rate: Reach us on Freelancer chat --- What We’re Looking For We are seeking highly skilled professionals with strong hands-on experience in AI engineering and data systems. Candidates with titles such as AI Engineer or Data Scientist are preferred. --- Core Skills Required - Autonomous Agents - Tool-calling workflows - Multi-agent architectures and design patterns - Local / Private AI deployments - Advanced reasoning and orchestration beyond prompt engineering - Strong understanding of selecting and applying AI models based on specific use cases --- AI Models & Tools (Hands-on Experience Preferred) - Qwen 3.6, GLI, Gemma 4 - Qwen Next Coder, GP...

The goal of this task is to train and finetune the Gemma4 Model. I already have a sample training dataset consisting of -incoming mesage -thinking steps -desired final reply I want a trainings pipeline to finetune the Gemma4 model for this datasetp. It should optimize both, thinking and and final response. It would be ideal if the inlucsion of the the thinking steps is optional so I can als train on datasets where I don't have thinking steps. I want to be able to train both the model shipped by Google and also this patached version: The training pipleline should work for both! During the evaluation steps I want to see the following debug output for selected samples: -The full prompt. -The exact sequence use for loss calculation (for both thinking and final reply). The se...

I'm seeking an Azure AI Engineer with expertise in Foundry. Key Requirements: - Experience with Azure Cognitive Services, Azure Machine Learning, and Azure Bot Services - Ability to assist in the conceptualization stage of AI projects and creation of a high level design documentation Ideal Skills and Experience: - Proficiency in Azure AI services - Strong background in AI project development - Excellent conceptualization and planning skills Looking forward to your proposals!

I’m putting together a live, AI program delivered entirely online and I need an experienced instructor to guide my students through the material. The course should strike the right balance between theory and hands-on practice, covering the three core areas most of them have requested: Machine Learning, Natural Language Processing, and Computer Vision. Sessions will be held in real time, so you should be comfortable presenting via Zoom or a similar platform, demonstrating code examples in Jupyter notebooks, answering questions on the spot, and setting short follow-up assignments that reinforce key concepts. I’d like each topic to include practical case studies—think training a simple image classifier, building a text-classification pipeline, or fine-tuning an existing ...

I’m a practicing physician who prefers to stay out of the spotlight, yet I still want to share trustworthy health knowledge online. I need a complete AI avatar of myself—face, voice, and personality—so I can generate original content in every format I might tackle as a solo creator: short educational videos, in-depth medical-advice articles, quick social-media posts, and anything else the platforms of tomorrow demand. The avatar must: • Look and sound convincingly like me from multiple angles and in 4K video. • Speak in a friendly, approachable tone while preserving medical accuracy. • Be easy for me to drive: I want to feed it scripts or bullet points and receive polished outputs (video, audio, or text) ready for upload. • Run on a workflow I...

I am putting together a low-cost, 10.5 GHz phased-array radar that must spot and track any flying object out to roughly 25–30 km. The core architecture is Pulse-LFM and the whole unit has to stay hand-held and field-serviceable, so every gram and watt matters. I am looking for someone whose background is firmly rooted in radar system development; experience with phased-array hardware, RF front-ends, and real-time signal processing is essential. Off-the-shelf evaluation boards or turnkey kits will not meet our needs—we have to build the hardware from the ground up. Re-using or adapting open-source material on the software side is welcome, and I am open to AI-assisted techniques for algorithm design or UI generation, as long as the end product remains fully traceable and maintai...