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OM KALWAGHE

Data Analytics and Data Science | ML · Deep Learning · Data Visualization | IBM & Google Certified | B.Tech CSE’26 @ VIIT Pune

Pune/Pimpri-Chinchwad Area

< 1 year of work experience

Personal Project
Jan 20253 mosMar 2025

Designed and deployed multiple RPA bots automating form filling, PDF extraction, email workflows, and file operations. Reduced manual processing time by 40%, improving operational accuracy and eliminating human error from rule-based tasks.
Personal Project
20241 yr2025

Built an end-to-end image classification system using MobileNetV2 to detect banana leaf disease severity across 3 classes. Achieved 93% accuracy on 400+ images. Designed an AI-powered real-time dashboard for inference and reporting. Applied data augmentation, preprocessing, and model evaluation best practices.
Personal Project
20241 yr2025

Developed a stock movement prediction model using LSTMs and Scikit-learn. Conducted feature engineering and time-series preprocessing on financial data. Experimented with LLM-based prompt analysis to generate AI-assisted market insights — bridging classical ML with generative AI approaches.

Education

Vishwakarma Institute of information technology

Bachelor of Technology, Computer Engineering

Vishwakarma Institute of information technology

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Headline

Data Analytics and Data Science | ML · Deep Learning · Data Visualization | IBM & Google Certified | B.Tech CSE’26 @ VIIT Pune

About

I'm a final-year CSE student at VIIT Pune with a deep passion for turning messy data into decisions that matter. My work spans the full data stack — from cleaning raw datasets and engineering features, to building end-to-end ML pipelines and deploying predictive models. I've built a CNN-based plant disease detector (93% accuracy), explored LLM + LSTM hybrid approaches for stock trend prediction, and automated business workflows that cut processing time by 40%. What drives me: the moment a model clicks, a dashboard tells a story, or an insight changes how someone thinks. 🔧 Skills: Python · Pandas · NumPy · Scikit-learn · TensorFlow · Keras · SQL · PySpark · Matplotlib · Seaborn 📜 Certified: IBM Data Science Professional · Google Data Analytics (Coursera) 🌐 Active on GitHub — building, experimenting, and learning in public. Open to internship and full-time opportunities in Data Science, Data Analytics, and ML Engineering.

Location

Pune/Pimpri-Chinchwad Area

Work experience

RPA Developer – Business Process Automation at Personal Project, Jan 2025 - Mar 2025 · 3 mos, Designed and deployed multiple RPA bots automating form filling, PDF extraction, email workflows, and file operations. Reduced manual processing time by 40%, improving operational accuracy and eliminating human error from rule-based tasks.

ML Engineer – Banana Leaf Disease Detection at Personal Project, 2024 - 2025 · 1 yr, Built an end-to-end image classification system using MobileNetV2 to detect banana leaf disease severity across 3 classes. Achieved 93% accuracy on 400+ images. Designed an AI-powered real-time dashboard for inference and reporting. Applied data augmentation, preprocessing, and model evaluation best practices.

Data Scientist – Stock Market Trend Prediction at Personal Project, 2024 - 2025 · 1 yr, Developed a stock movement prediction model using LSTMs and Scikit-learn. Conducted feature engineering and time-series preprocessing on financial data. Experimented with LLM-based prompt analysis to generate AI-assisted market insights — bridging classical ML with generative AI approaches.

Education

Bachelor of Technology, Computer Engineering, Vishwakarma Institute of information technology

OM KALWAGHE - RPA Developer – Business Process Automation in Pune/Pimpri-Chinchwad Area | Tal