Chatbot

AWS

Configured Amazon AWS Lex for chat bot and integrated with lambda function. Created S3 bucket and using bucket as a static website with AWS cognito for authentications and user management to access chatbot with static website.

• Date:
• Creator: TJG
• Qualification: Cloud Automation Engineer
• Category: AWS

Face Detection Attendance System

Machine Learning

It utilizes Haar Cascade Classifier for face detection. Which automatically mark in and out time of employee and calculate the salaries according to the active hours. Along with in built appointment scheduler and leaves registration.

• Year: 2018
• Creator: Jayesh Gautam
• Qualification: Robotics Engineer
• Category: Machine Learning

Heart Disease Prediction System

Machine Learning

Classification engine created for given clinical parameters about a patient, predict whether or not they have heart disease, Create a report on exploratory data analysis, correlation matrix, data pre-processing, models building with different machine learning models

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Machine Learning

Voice Controlled Home Automation

IoT

PCB designing for parts and modules for home automation. Programmed and created local Server and Client connection for effective communication between different home modules and server to control different devices in home. Monitored temparature and heat in the room and controlled in house temprature to avoid electricity wastage. Along with some small modules for plant irrigation and auto garage door.

• Year: 2018
• Creator: Jayesh Gautam
• Qualification: Robotics Engineer
• Category: IoT

Pomegranate Disease Prediction

Machine Learning

1. data gathering : collect data from realtime farm, use weather api and scrape dataset.
2. data preparation : convert unstructured data to structured, data labeling.
3. data preprocessing : EDA, feature engineering, feature selection.
4. data visualization.
5. model training, evaluation and report generation.
6. model deployment.

Created a web application for pomegranate disease classification with remedies recommendation.

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Machine Learning

Gesture Controlled Robotic Vehicle

Robotics

used OpenCV to detect and guess the gesture made by hand to move a robotic vehicle, other command can also be given using different hand signals. Applied SequezedNet CNN for training the data, Haar Cascade can also be used for the same

• Year: 2019
• Creator: Jayesh Gautam
• Qualification: Robotics Engineer
• Category: Robotics

Data Analysis and Forecasting of the sales in the Business using SARIMA

Machine Learning

Data Analysis and Forecasting on Supermarket Sales Transactions is a proposed system which focus on the betterment of the sales in the business. The whole proposed system comprises mostly of 4 sections: Exploratory Data Analysis in insights, exploratory information examination is a way to deal with breaking down informational collections to condense their principle attributes, regularly with visual techniques. Exploratory Data Analysis suggests the essential method of performing beginning assessments on data to discover plans, to spot abnormalities, to test speculation and to check doubts with the assistance of outline measurements and graphical portrayals. Customer Segmentation Theoretically we will have segments like Low Value: Customers who are less active than others, not very frequent buyer/visitor and generates very low - zero - maybe negative revenue. Mid Value: In the middle of everything. Of-ten using our platform (but not as much as our High Values), fairly frequent and generates moderate revenue. High Value: The group we don’t want to lose. High Revenue, Frequency and low Inactivity. Market Basket Analysis is a strategy which distinguishes the quality of relationship between sets of items bought together and recognize examples of co-event. A co-occurrence is when two or more things take place together. Time-series methods of forecasting. Forecasting is a strategy or a proposed system for evaluating destiny components of a commercial enterprise or the interest. It’s far a method for deciphering beyond facts or experience into value determinations of things to come.

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Machine Learning

SoundBits

Web Scraping

A web scraping module created to integrate with the product which merge audio and video files online, Create API’s using flask framework, beautifulsoup, selenium for scraping and extracting sound from web and integrated with web application.

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Web Scraping

Stroke and BMI Prediction

Machine Learning

Classification engine created for stroke and BMI prediction stroke probability, Create a report on exploratory data analysis, correlation matrix, data pre-processing, models building with different machine learning models.

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Machine Learning

Thyroid and Diabetes Prediction

Machine Learning

Classification engine created for thyroid and diabetes prediction, Create a report on exploratory data analysis, correlation matrix, data pre-processing, models building with different machine learning models.

• Date:
• Creator: Mr.Vinod Kadam
• Qualification: M.E I.T
• Category: Machine Learning

Timetable Generation

Deep learning

Generating daily timetable for schools and college using attendance data of teachers and completion of course for each subject and class. Made the whole UI in python using tkinter library.

• Year: 2019
• Creator: Jayesh Gautam
• Qualification: Robotics Engineer
• Category: Deep Learning

Technical Content Development

canSTEM Education Pvt.Ltd (affiliated by education ministry of Ontario Canada)

Developing content for programming languages and introduction to copmputers for grade 1 to grade 10

Principle: Sajjala P Sankhe

Website: www.canstemeducation.com

Email: canstem.education@gmail.com

• Year: Ongoing project
• Creator: Jayesh Gautam
• Qualification: Robotics Engineer
• Category: Content Development