Trisham Patil@trishampatil48922

Fireworks AI competition agent built as a production-grade, batch-processing Docker container. The image reads task data from /input/tasks.json, routes each task through a confidence-based orchestration pipeline, invokes Fireworks only when deterministic preprocessing is not sufficient, and writes final structured answers to /output/results.json. The repository emphasizes accuracy first and token efficiency second, with modular agents for factual knowledge, mathematical reasoning, sentiment classification, summarization, named entity recognition, code debugging, logical reasoning, and code generation. It includes deterministic routing, validation, repair attempts, structured logging, token tracking, and offline-learning scaffolding for future router training. The container is optimized for reproducibility, non-root execution, minimal privileges, and easy local development with Docker Compose while remaining fully compliant with the competition’s file-based batch workflow.

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🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

🌎 Hybrid Hackathon | 📅 September 15–17, 2026 | 📍 Santa Clara Convention Center + Online The official hackathon of AI Infra Summit, co-organized by Kisaco Research and lablab.ai. Join builders, researchers, founders, and AI infrastructure leaders to create applications powered by the technologies shaping the future of AI: compute, data movement, models, physical AI, and next-generation infrastructure. With more than 8,000 attendees expected at AI Infra Summit, this hackathon is an opportunity to build, showcase your work, and connect directly with the companies driving the AI ecosystem forward. 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered.