UCF-ELLE/ELLE-Website-API
Sep 2025 – Oct 2025
2 Months active
Languages Used
Python
Technical Skills
AI/ML IntegrationAPI DevelopmentAPI IntegrationBackend DevelopmentError HandlingGrammar Checking
Fedor Kudinov
PROFILE
Fedor Kudinov
Over a two-month period, contributed to the UCF-ELLE/ELLE-Website-API by developing and refining backend features focused on language learning and conversational AI. Built endpoints for conversation handling and automated grammar grading, integrating third-party APIs such as LanguageTool to assess student messages. Enhanced reliability and performance through architectural updates, including asynchronous programming and improved error handling for AI response workflows. Automated the generation of vocabulary modules by designing Python functions for prompt creation and response parsing, enabling scalable content delivery. Leveraged Python, API development, and LLM integration to address reliability gaps, reduce latency, and streamline module generation for improved user experience.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
6Total
Bugs
1
Commits
6
Features
4
Lines of code
1,127
Activity Months2
Your Network
17 peopleShared Repositories
17
Work History
October 2025
3 Commits • 2 Features
Oct 1, 2025October 2025 — UCF-ELLE/ELLE-Website-API: Delivered two major features, addressed core reliability gaps, and strengthened automation to accelerate content generation. The work focused on performance, reliability, and scalable prompts-driven content creation for language learning modules. Key features delivered: (1) Chatbot performance optimization and LLM interaction improvements, including a pre-warming thread to reduce latency and a refactor of LLM interaction to improve module generation, error handling, and debugging. (2) Automatic generation of language learning vocabulary modules, adding Python functions to build prompts, generate module content, and parse responses to automate module creation. Major bugs fixed: resolved Module Generation issues and chatbot issues, with improved error handling and stability. Overall impact: reduced response times, more reliable module generation, and faster delivery of vocabulary content, enabling scalable content production and improved user experience. Technologies/skills demonstrated: Python function design for content generation, prompt engineering, LLM integration, threading/pre-warming, error handling, and code refactoring for modularity.
3 Commits • 2 Features
Oct 1, 2025October 2025 — UCF-ELLE/ELLE-Website-API: Delivered two major features, addressed core reliability gaps, and strengthened automation to accelerate content generation. The work focused on performance, reliability, and scalable prompts-driven content creation for language learning modules. Key features delivered: (1) Chatbot performance optimization and LLM interaction improvements, including a pre-warming thread to reduce latency and a refactor of LLM interaction to improve module generation, error handling, and debugging. (2) Automatic generation of language learning vocabulary modules, adding Python functions to build prompts, generate module content, and parse responses to automate module creation. Major bugs fixed: resolved Module Generation issues and chatbot issues, with improved error handling and stability. Overall impact: reduced response times, more reliable module generation, and faster delivery of vocabulary content, enabling scalable content production and improved user experience. Technologies/skills demonstrated: Python function design for content generation, prompt engineering, LLM integration, threading/pre-warming, error handling, and code refactoring for modularity.
October 2025
September 2025
3 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary for UCF-ELLE/ELLE-Website-API focused on delivering features, fixing critical reliability gaps, and showcasing technical proficiency across API design, third-party integration, and configuration management. The period emphasizes safety, grading, and robust AI response handling with architectural updates to support present and future models.
September 2025
3 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary for UCF-ELLE/ELLE-Website-API focused on delivering features, fixing critical reliability gaps, and showcasing technical proficiency across API design, third-party integration, and configuration management. The period emphasizes safety, grading, and robust AI response handling with architectural updates to support present and future models.
Activity
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Quality Metrics
Correctness81.8%
Maintainability80.0%
Architecture76.6%
Performance68.4%
AI Usage63.4%
Skills & Technologies
Programming Languages
Python
Technical Skills
AI/ML IntegrationAPI DevelopmentAPI IntegrationAsynchronous ProgrammingBackend DevelopmentError HandlingGrammar CheckingLLM IntegrationNatural Language ProcessingPythonPython Development
Repositories Contributed To
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