Abhijit Krishna Menon

The stock market prediction has been an active area of research for quite a while. However, building a model that takes into consideration every factor is still a challenging problem. Apart from historical prices, the current stock market is affected by news articles about the company, general news and many other microeconomic and macroeconomic factors. There are several models out there to predict the stocks based on general news elements or historical prices but not many have taken into… Show more

The stock market prediction has been an active area of research for quite a while. However, building a model that takes into consideration every factor is still a challenging problem. Apart from historical prices, the current stock market is affected by news articles about the company, general news and many other microeconomic and macroeconomic factors. There are several models out there to predict the stocks based on general news elements or historical prices but not many have taken into consideration all company-specific news or all of these factors together. Show less

In our work, we aim to design a machine learning model that helps analyze alternative scenarios to determine whether a country is more likely to have a worse/better Life Expectancy due to factors such as Accessibility, Economy, Environment, Education, and Health features. The project will look to enable the end user to then set goals on the various parameters and thus generate potential Life Expectancy goals. We start with exploratory data analysis to uncover underlying trends between the… Show more

In our work, we aim to design a machine learning model that helps analyze alternative scenarios to determine whether a country is more likely to have a worse/better Life Expectancy due to factors such as Accessibility, Economy, Environment, Education, and Health features. The project will look to enable the end user to then set goals on the various parameters and thus generate potential Life Expectancy goals. We start with exploratory data analysis to uncover underlying trends between the predictors and Life Expectancy. We then used Linear Regression, ARIMA(Time- Series) Modelling, as well as a Neural Network model to perform predictions on our data-set to get potential life expectancy. We had two end goals, the first, was to understand how the various parameters acting as inputs affect the Life Expectancy of the country in question. The second goal was to perform an extended exploratory analysis of our data-set to be able to visualize the change in parameters as well as Life Expectancy across the years. Show less

Designed a database and initiated population techniques for the user as well as employees of the system.
Post that generated Tableau dashboards for data visualisations to enable employees to compare various company stock information and make informed decisions.

An iOS application that analyses the person’s to-do list and understands the sentiment behind the list to generate a music playlist for the user.
I worked on the sentiment analysis and the music mapping area for which I employed R for music to sentiment mapping as well as Python programming to develop a neural network for the to-do list analysis.

Built a Data analysis and prediction pipeline and devised a binary tree classification algorithm to determine customers who have a higher likelihood of purchasing products based on factors such as Age, sex, demographic, city, occupation etc.

This is a project that my team mates along with me worked on as a part of our final semester requirement for a Major project in the field of Mechatronics Engineering.
The ‘Remotely Controlled Automated Greenhouse System’ aims to counter the problem that most tier 1 and tier 2 city households have to face when they decide to have and maintain plants at home. The problem being that of lack of time to care for the plants and the inadequacy of city infrastructure to accommodate traditional… Show more

This is a project that my team mates along with me worked on as a part of our final semester requirement for a Major project in the field of Mechatronics Engineering.
The ‘Remotely Controlled Automated Greenhouse System’ aims to counter the problem that most tier 1 and tier 2 city households have to face when they decide to have and maintain plants at home. The problem being that of lack of time to care for the plants and the inadequacy of city infrastructure to accommodate traditional gardens. Our project aims at addressing these issues by automating the processes involved in growing a garden while also enabling users to grow vegetables at home. Show less

The objective of the project was to replace the traditional fixed links in a parallel manipulator robot with a far more flexible set of 6 Shape Memory alloys that would be actuated using a controlled voltage.
Over the course of the project we worked on 3D modelling a base for the bot, setting the SMA wires to a particular shape and figuring a suitable Design for the bot so as to achieve atleast 3 degrees of freedom.
The project however can be taken forward to achieve 6 degrees of… Show more

The objective of the project was to replace the traditional fixed links in a parallel manipulator robot with a far more flexible set of 6 Shape Memory alloys that would be actuated using a controlled voltage.
Over the course of the project we worked on 3D modelling a base for the bot, setting the SMA wires to a particular shape and figuring a suitable Design for the bot so as to achieve atleast 3 degrees of freedom.
The project however can be taken forward to achieve 6 degrees of freedom. Show less

A project under the Fluid power controls that is a course under the degree I'm pursuing. Implemented a pneumatic sequence of A+A-B+B- to achieve the goal which was to crush the can.
The project was a success.

As a part of our course in the Electronics circuits laboratory , my team mates and I prepared the voltage source using a full wave rectifier and submitted the project report.

An instrument which had the ability to detect metal objects from a close range made with minimal equipment.
Made as a part of a physics project display.

A C++ project which had the ability to convert various codes such as morse code , binary etc to English and vice versa.