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I’m assembling a small, highly-skilled team of mathematics domain experts to help me refine a large-language model. Your main responsibility will be data annotation: taking raw mathematical questions, proofs, theorems, solution outlines, and related explanatory text and tagging them with the precise metadata the model needs (topic, sub-topic, difficulty level, prerequisite concepts, step-by-step reasoning, common misconceptions, etc.). Because this work directly feeds the model’s training loop and later evaluation, accuracy matters more than speed. You should feel comfortable distinguishing between, say, elementary number theory and analytic number theory, or spotting a subtle gap in a proof that could mislead the model. Familiarity with JSON-based annotation formats, Python notebooks, or any established annotation platform is a plus; if you prefer another tool, let me know and we can adapt. Deliverables (per milestone) • A curated batch of fully annotated mathematical items, validated for completeness and consistency • A brief log explaining any edge cases, ambiguous phrasing, or assumptions you encountered Demonstrated expertise in Algebraic Geometry I’ll review the first small batch together with you so we can lock in conventions; after that you’ll work more autonomously, with periodic check-ins to ensure labeling guidelines stay rock-solid. If you love getting the details of mathematics right and want to see that precision drive a smarter AI, I’d love to collaborate.
Project ID: 40685855
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With over 17 years of providing comprehensive development work for numerous clients, my team and I are no strangers to the complexities and intricacies that projects like this possess. Our expertise in Python, specifically in Web, Windows and Android Development, is complemented with our ability to adapt to different tools and platforms - a trait that will be greatly beneficial as we delve into your outlined project needs. We know the value of accuracy over speed when it comes to Lambda Calculus or Euler's Formulas and can skillfully annotate the data accordingly. In addition, we understand how crucial the initial stages of setting correct conventions are to ensure consistent labeling guidelines are established. Our preparedness to initially work closely with you demonstrates our commitment towards precision and maintaining quality throughout each milestone. We have a wide range of experiences with JSON-based format annotations, proving ourselves as quick learners who will swiftly grasp the requirements unique to your project. I assure you that partnering with us would yield not just satisfactory but exceptionally high-quality results at all times. Thank you for considering us!
$20 USD in 40 days
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Hyderabad, India
Member since Sep 2, 2026
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