I am open to collaborate an research on topics relating to Artificial Intelligence, robotics and/or application development. This page also enlists the publications I have been a part of.
Rishit Dagli (2019) Machine Learning as a Decision Aid for Breast Cancer Diagonsis. In: International Advanced Research Journal in Science Engineering and Technology Vol. 6 Issue 10, October 2019
In this paper, we use the diagnosis of breast cytology to demonstrate the applicability of this method to medical diagnosis and decision making. Each of 11 cytological characteristics of breast fine-needle aspirates reported to differ between benign and malignant samples was graded 1 to 10 at the time of sample collection. Nine characteristics were found to differ significantly between benign and malignant samples. Mathematically, these values for each sample were represented by a point in a nine-dimensional space of real variables. We use various different algorithms and also demonstrate the comparison between the algorithms for the classification problem. Finally, an overall accuracy of 99.4048 % is achieved. We only classify 1 % of benign case as malignant. The algorithms used are programmed in python for demonstration purposes. This paper also demonstrates deploying the created model on cloud and building an API for calling the model and verify it.
Rishit Dagli (2019) Design and implementation of Medicine Dispenser. In: International Advanced Research Journal in Science Engineering and Technology Vol. 6 Issue 6, June 2019
Most of the people in the worldface a problem of forgetting to take their medicines on time this device will help them to take their medicines on right time. It can also be used for deaf and blind people, it will also have a band with it which will have vibrator and LED (Light EmittingDiode) flasher as indicator so the user can be alerted about taking medicines. After this he has to go to the Medicine Dispenser and spread his hand. The device will detect the hand and according to the time will dispense the appropriate medicine. With some modifications this device can also be installed on streets and people can withdraw their required medicines, here a RFID (Radio Frequency Identification) card can be used to store the data and identify the person and validate it.
Rishit Dagli (2019) Design and implementation of Smart IoT Farm. In: International Research Journal of Engineering and Technology Vol. 6 Issue 4, April 2019
Smart IOT Farm is a proposed system to increase the yield considerably by allowing the farmers to monitor farm parameters such as temperature using temperature sensor, humidity using humidity sensor, rainfall using arrangement of wires, light intensity using LDR (light dependant resistance) sensor and plant height using ultrasonic sensor. The farmer will be able to easily monitor the readings of these sensors remotely on his mobile on an app that I have made in a graphical GUI format. The system will also compare data of sensors and control the irrigation and ventilation (in greenhouse) system accordingly. I have also used some AI algorithms to make future predictions of all the mentioned parameters and yield. This will increase the yield drastically.
Rishit Dagli (2019) Sierpienski Triangle. In: AMTI 53 rd Annual National Maths Conference, December 2019
This paper derives some new formulas for Sierpienski Fractal and how we can use the derived formulas to make faster computers and efficient cooling chips.The formulas derived can be used in many use cases in field of robotics and electronics.
Rishit Dagli (2019) Age of Zero. In: AMTI 53 rd Annual National Maths Conference, December 2019
publication description This paper describes the journey of zero and makes an attempt to show who discovered zero and how because the study of past events and inventions can give us many revolutionary ideas.
Rishit Dagli (2019) Design and implementation of Smart City using IOT. In: International Research Journal of Engineering and Technology, Vol. 5 Issue 10 October 2018
This paper provides a systematic approach on how the idea of Smart city can be implemented and made cost effective.By using cameras(to monitor situation),LED with varying intensity(to reduce power loss),an emergency call system(to prevent crimes) in street lamps ; cost effective and low power consuming beacons(to push notifications) ; control devices in building,home,office and hotel to save power through app or website(which can be done by voice too) and validate it.
Child safety gear is a multipurpose generic device which can be used for safety of kids, patients, trekkers etc. with different modifications. By using GPS tracker(for positioning of user), GSM (for SMS alerts), RFID sensors (to know if kids have reached school or left from there), Temperature sensor (for fever alerts and other uses), Smoke detectors (for fire alarms and alerts if kids are smoking), accelerometer (for checking threatening fights in kids) and many more things to handle various kids safety issues. It is a proposed idea for a generic multipurpose device which can be used at various levels.