@krantijadhavar
Data science student who built a TensorFlow crop disease detector with 92% accuracy on agricultural images.
IndiaI built a CNN-based crop disease detection system using TensorFlow, achieving 92% accuracy on agricultural images. I also published peer-reviewed research on the system and contributed to computer vision research for precision agriculture.
My projects include a job-seeking website with profile management and job applications, and an algorithmic trading bot using moving averages and RSI. I use Python, Pandas, and data visualization tools for analysis and model development.
Work history, roles, and key accomplishments
Self Employed
Mar 2025 - Present (1 year 7 months)
Developed a web platform connecting job seekers and employers, implementing user profile management and job application features.
Self Employed
Mar 2026 - Present (7 months)
Built an automated trading bot using Moving Average and RSI, backtested 5 years of stock data achieving 18% annualized returns, and created dashboards for buy/sell signals.
Self Employed
Mar 2026 - Present (7 months)
Built a CNN model using TensorFlow achieving 92% accuracy on crop disease images, performing EDA on 10K+ images and deploying on Google Colab.
Degrees, certifications, and relevant coursework
B.Tech, Computer Science
Grade: 76%
B.Tech in Computer Science with 76% marks, expected completion in 2026.
Data Analytics Professional Certificate, Data Analytics
Data Analytics Professional Certificate in progress at Qspyders.
Deep Learning Specialization, Deep Learning
Deep Learning Specialization in progress at Coursera.
Advanced Python, Advanced Python
2025 - 2025
Advanced Python certification from Bhagwant Institute of Technology Barshi in 2025.
Python Programming, Python Programming
2024 - 2024
Python Programming certification from Bhagwat Institute of Technology Barshi in 2024.
HHC
Grade: 69.54%
HHC with 69.54% marks, completed in 2022.
SSC
Grade: 82%
SSC with 82% marks, completed in 2020.
Algorithmic Trading, Algorithmic Trading
2025 - 2025
Algorithmic Trading certification from Udemy in 2025.
Software and tools used professionally
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