Manish Bendale Email & Phone Number

Pune, Mh, In

Pune, Maharashtra, India

• Accomplished real-time video processing and text recognition from CNC machine displays using Raspberry Pi and a Flask-based REST API, overcoming computer vision challenges and adapting to diverse CNC machines.• Deployed the project on AWS Windows Server, designed an additional REST API to extract meaningful data from text, and integrated it with a SQL Server stored procedure for end customer dashboard visualization.• Utilized the Generative AI (Large Language model) in conjunction with a LangChain, SQL database schema and Python data analysis to effectively detect root causes for critical alarms in automation industry 4.0, enhancing production efficiency for customers.• Demonstrated strong analytical and automation skills by proactively devising solutions to prevent critical alarm issues, resulting in a notable increase in customer daily production.• Developed custom object detection model, which is used to detect machine part and able to retrain on new coming part.• Detected/created the bar code for the machine part model and validate the part & bar code for increase product delivery time.• Developed an advanced computer vision system for a robotic assembly line, enabling real-time color recognition, accurate product counting, and precise location tracking on pallets. This technology enhances production quality and efficiency, and reduced the quantity of damage • Seamlessly integrated image processing with a PLC system to optimize robot handling, prevent product damage by robot arms, and generated comprehensive reports showcasing the end-to-end information regarding palate for data-driven decision-making.

Pune

• Designed a smart system for agricultural analysis using drones, satellite imagery, and GPS-based boundary mapping, supported by a Flask-based REST API.• Employed advanced image processing techniques, including stacking, stitching, object detection, and deep neural networks for crop identification.• Contributed in end-to-end project development guidance to students, enabling them to apply AI and Big Data concepts effectively.• Facilitated project management, troubleshooting, and mentorship to ensure successful project completion.

Bangalore, India

• Predicting and analysis of stock market to take decision on intra-day stock prices. Collect the data from APIs and web scrapping. Forecasting close prices for different stock market companies using time series & machine learning techniques. • Predicting Buy, Sell and Hold for different stock market companies based on technical analysis using candle patterns.• Developed recommendation engine for Tourist Company , with the help of Web Scrapping, Data Collection, Pandas, Collaborative Filtering, Selenium etc.

Pune, Maharashtra, India

Developed advances analytical projects and providing industrial training.• Developed a Sentiment Analysis model which helped in classification of the News articles as Very Positive, Positive, Neutral, Negative, Very Negative using the NLP (sentiment score) & Machine Learning (Naïve Bayes, SVM etc)• Designed and developed neural network models to predict the disease types from leaf images.• Developed Multi-language Optical Character Recognition (OCR) which extract multi-language text from the image and pdf files by using Image processing and PyTesseract, and translate this text into other language.

Bhopal, Madhya Pradesh

Internship attendant on Machine Learning Technology based on detection of Aesthetics nature behind the beautiful Images. Cloud Computing are helped in resource requirement to provide the Aesthetics detection over the mobile areas.

Master Of Engineering, Computer Engineering, A

Bachelor Of Technology - Btech, Computer Engineering, A