AabidMK/SafeBite_Infosys_Internship_Oct2024
Nov 2024 – Nov 2024
1 Month active
Languages Used
Python
Technical Skills
API DevelopmentData ScienceFlaskJoblibMachine LearningPandas
KetanBhirud
PROFILE
Ketanbhirud
Ketan Bhirud developed an AI-powered allergen detection API for the SafeBite_Infosys_Internship_Oct2024 repository, focusing on automated food allergen screening. He designed and implemented a Flask-based service that loads a pre-trained machine learning model and encoder using Joblib, exposing a /predict endpoint for POST requests with product data. The API processes input via Pandas, returning JSON responses that indicate detected allergens, thereby enabling downstream integration and automated testing. Ketan’s work established the core infrastructure for allergen prediction, demonstrating depth in API development and machine learning deployment, though the scope was limited to a single feature delivered within the month.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
45
Activity Months1
Your Network
6 peopleWork History
November 2024
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for SafeBite project (AabidMK/SafeBite_Infosys_Internship_Oct2024). Delivered an AI-powered allergen detection API as a Flask service that loads a pre-trained model and encoder to predict allergen presence. Exposed a /predict endpoint accepting POST requests with product details and returning a JSON response indicating detected allergens. This work lays the foundation for automated allergen screening and downstream integrations.
1 Commits • 1 Features
Nov 1, 2024November 2024 monthly summary for SafeBite project (AabidMK/SafeBite_Infosys_Internship_Oct2024). Delivered an AI-powered allergen detection API as a Flask service that loads a pre-trained model and encoder to predict allergen presence. Exposed a /predict endpoint accepting POST requests with product details and returning a JSON response indicating detected allergens. This work lays the foundation for automated allergen screening and downstream integrations.
November 2024
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage80.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API DevelopmentData ScienceFlaskJoblibMachine LearningPandas
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