Ayush Bankar

Software Developer

Ayush Bankar — Software Developer

Software Developer

Ayush Bankar

Machine learning engineer with experience building Python-based models and integrating them into backend systems using Flask and REST APIs. Have worked on computer vision and recommendation ...

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Projects

AI Crop Disease Detection

Built a convolutional neural network to classify crop diseases from leaf images, handling the full pipeline from raw data collection and preprocessing through m

Built a convolutional neural network to classify crop diseases from leaf images, handling the full pipeline from raw data collection and preprocessing through model training, evaluation, and a Flask-based deployment endpoint. Designed the preprocessing pipeline using OpenCV to normalise and resize images before feeding into the model, ensuring consistent input quality across different data sources. Exposed the trained model as a REST API via Flask so it could accept an uploaded leaf image and return a disease classification with confidence score.

PythonTensorFlowKerasCNNFlaskOpenCV

Nivarana — Diet Management System

Built a content-based filtering model in Python that takes user health inputs like age, weight, activity level, and dietary restrictions and maps them to ranked

Built a content-based filtering model in Python that takes user health inputs like age, weight, activity level, and dietary restrictions and maps them to ranked meal plan suggestions from a curated nutrition dataset using cosine similarity scoring. Preprocessed and cleaned the nutrition dataset using Pandas, handling missing values and normalising numerical features before feeding them into the recommendation pipeline. Integrated the trained model into a Flask backend, serving personalised recommendations via a REST API consumed by a React frontend on user profile submission.

PythonFlaskML Recommendation ModelReactMySQL

Experience

Software Developer Intern

ACME Infovision Pvt. Ltd.

Jan 2026 — Present · 8 mos
Full-timeHybrid
  • Working on the Java backend of the Padma application, building and maintaining REST APIs using Spring Boot and writing business logic across service and repository layers.
  • Handling bug fixes and feature additions on the Angular.js-based frontend, collaborating with the frontend team on API integration.
  • Participating in code reviews and following standard practices around version control using Git and GitHub.

Skills

PythonJavaJavascriptC++HTMLCSSVanilla JavascriptReact.jsAngularTailwindCSSMySQLPostgreSQLMongoDBUbuntuArchWSLAZUREAWSTensorFlowKerasScikit-learnCNNRecommendation SystemsOpenCVNumPyPandasMatplotlibFlaskFastAPIREST API DesignGitGithubDockerJenkinsPostmanJupyterGoogle Colab

Education

Bachelor of Technology in Computer Science and Engineering

KBPCOE, Satara, Maharashtra

Date - Present
Other

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