SHIVAM MISHRA
Overview
2
2
years of professional experience
Work History
Rice Quality Classification using Image Processing
Major Project, College
Dharwad
11.2023 - 03.2024
- Image Acquisition: Captures high-resolution images of rice grains using a digital camera setup.
- Preprocessing: Applies preprocessing techniques such as noise reduction, normalization, and segmentation to prepare images for analysis.
- Feature Extraction: Extracts relevant features from the images, including grain size, shape, color, and texture.
- Classification: Utilizes machine learning models to classify rice grains into predefined quality categories such as premium, standard, and substandard.
- Achieved an overall classification accuracy of 90 to 95% in distinguishing between different quality categories of rice grains.
- Skills: Image Processing | Scikit-Learn | Keras
Personal Finance Application
College Project
Dharwad
02.2023 - 08.2023
- Budgeting Tools: Allows users to create monthly budgets, categorize expenses, and track spending against their budget.
- Expense Tracking: Automatically categorizes transactions and provides detailed expense reports.
- Savings Goals: Users can set savings goals, track progress, and receive notifications to stay on target.
- Investment Tracking: Provides users with an overview of their investment portfolio, including stocks, bonds, and mutual funds.
- Financial Insights: Offers personalized financial insights and tips based on users' spending and saving habits.
- Security: Utilizes encryption and secure authentication methods to protect user data.
- Skills: Full-Stack Development | Flutter | Dart | Firebase
Handwriting Based Personality Detection Using ML
College Project
Dharwad
08.2022 - 12.2022
- Handwriting Analysis: Extracts features such as stroke width, slant, letter size, spacing, and pressure from handwriting samples.
- Personality Prediction: Utilizes machine learning algorithms to predict personality traits including openness, conscientiousness, extraversion, agreeableness, and neuroticism.
- Achieved an overall accuracy of 85% in predicting the personality traits from handwriting samples.
- Demonstrated significant correlations between specific handwriting features and personality traits, validating the approach.
- Skills: Python | OpenCV | My SQL DB | Numpy | Mat lib
Education
Bachelor of Technology - Data Science And Artificial Intelligence
Indian Institute of Information Technology,Dharwad
Dharwad, India07.2024
Skills
- Programming Languages: Python Javascript Dart HTML CSS
- Frameworks: React-Native Flutter
- Tools: Git
- Image Processing Libraries: OpenCV
- Machine Learning Libraries: Scikit-Learn TensorFlow Keras
- Database: MongoDB Firebase
Interests and Achievements
Football: Played in Regional from KV EME No.2, Vadodara ( Winner Team ) | Captain of IIIT Dharwad Football Team
Dance: Social Science Dance Competition ( Third Position )
Languages
Hindi
Advanced (C1)
English
Intermediate (B1)
Timeline
Rice Quality Classification using Image Processing
Major Project, College
11.2023 - 03.2024
Personal Finance Application
College Project
02.2023 - 08.2023
Handwriting Based Personality Detection Using ML
College Project
08.2022 - 12.2022
Bachelor of Technology - Data Science And Artificial Intelligence
Indian Institute of Information Technology,Dharwad