Nitin Mali

This project is intended to explore how data collection and inference can inform future action and future data collection. This is a situation frequently confronted by artificial intelligence agents operating in the world - based on current information, they must decide how to act, balancing both achieving a goal and collecting new information. Additionally, this project stresses the importance of formulation and representation. There are a number of roughly
equivalent ways to express and… Show more

This project is intended to explore how data collection and inference can inform future action and future data collection. This is a situation frequently confronted by artificial intelligence agents operating in the world - based on current information, they must decide how to act, balancing both achieving a goal and collecting new information. Additionally, this project stresses the importance of formulation and representation. There are a number of roughly
equivalent ways to express and solve this problem, we solved it using Constraint specification and Logical Inference Show less

Built a website Using Python and Django framework with the help of Bootstrap where i published my website on Heroku app using sql3 database server.

Constructed a model to classify images as Class A or B, and trained it on the indicated data. Model is predicted for each of the unlabeled images. I used support vector machines and Logistic regression built from scratch in Python to classify the images.

We divided the data into training, test and validation. We experimented with various hyperparamters in our case such as number of clusters, type of input (clustered, normalized, one hot encoded), type of output (cluster centers, one hot encoded), learning rate and worked on training and test data. Based on the results we quantified the tuning parameter in Linear regression so as to increase the accuracy as much as possible results on the validation data set.

Led a team of 5 members to perform a complete data analysis process over the CMS healthcare dataset with over 2 million rows to help our client find a solution to his problem. Filtered and preprocessed the dataset based on our client requirements/features and diseases. Developed a Tableau dashboard, which explained all the visual/data/statistical analysis of various Health care providers across the USA. Narrowed down the dataset based on quality of provider’s services and their Medicare… Show more

Led a team of 5 members to perform a complete data analysis process over the CMS healthcare dataset with over 2 million rows to help our client find a solution to his problem. Filtered and preprocessed the dataset based on our client requirements/features and diseases. Developed a Tableau dashboard, which explained all the visual/data/statistical analysis of various Health care providers across the USA. Narrowed down the dataset based on quality of provider’s services and their Medicare submitted charges. Finally, Performed Clustering algorithm using Rstudio to group the providers with similar features in order to recommend more affordable options for our client.
Tools and Skills: Tableau Dashboards, Rstudio and stat-tools. Show less

This project is intended as an exploration of various search algorithms, both in the traditional application of path planning, and more abstractly in the construction and design of complex objects. We first generated Mazes and solved simple mazes using the classical search algorithms (BFS/DFS/A*). Once We have written these algorithms, we utilized other search algorithms like Local Beam Search to generate mazes that your initial algorithms have trouble solving.

• Designed responsive and dynamic webpages (UI) using various front-end technologies/libraries (HTML, CSS, JavaScript, Bootstrap). Designed database for the system (SQL, MySQL server). Used Python Flask Framework for developing a web server. python, CGI at the backend. Django framework was also used for latest version. DBA tasks were performed using Python scripts to test the query and plotted graphs for performance.

Data Analysis project
Based on data’s on the cyber crime in world, we plotted different kinds of graphs and pivoted charts using the ‘SAP’ Lumira tool.
Extracted the data from the excel sheet and numerous graphs were plotted pertaining to that country which could help solving those crimes related to that country.

Version 1.0
- Plays two songs simultaneously, one song in the left and one in the right.
-Java, windows, and eclipse was the technology stack used.
- The only app on the store that can do it !
- Useful for mixing(you don't need splitters, two speakers or any of that)
- Simple to use
- Wait for more features that will help you to compose new songs with ease.
- lets you share your ear phones
- innovative and crazy
- accesses mp3 files from the sd card

A project using java, javascript and mysql. It is a quiz system that lets a student to

answer a quiz, a teacher to prepare a quiz and evaluate it.

->Smart Dustbin provides an easy solution to waste management. It segregates waste into wet and dry at a domestic level.
->The Whole Prototype was based upon a simple electric capacitor where the waste could be automatically separated by the dustbin into a bio-degradable and non-bio-degradable waste. The business proposal was given to the “FKCCI” committee at the conference held in Bangalore

Smart Dustbin provides an easy solution to waste management. It segregates waste into wet and dry at a domestic level.Created a proof of concept embedded system that would detect and segregate waste into metal, plastic and wet. Java and Arduino used. Finalist at ImpressIT state -wide competition organized by SAP and state government.