About
I'm a Machine Learning Data Scientist. My forte lies in harnessing advanced analytics and…
Articles by Nitin
-
Hii my friend's debut novel “You are my wonderwall” is finally out.
Hii my friend's debut novel “You are my wonderwall” is finally out.
By Nitin Mali
Activity
-
How do you ensure your data platform is both scalable and efficient in meeting business needs? Designing a robust data platform involves carefully…
How do you ensure your data platform is both scalable and efficient in meeting business needs? Designing a robust data platform involves carefully…
Liked by Nitin Mali
-
RAG can bit overwhelming for beginners to understand Here's how to approach it better... 📌 Start by learning the basics of Generative AI (Free…
RAG can bit overwhelming for beginners to understand Here's how to approach it better... 📌 Start by learning the basics of Generative AI (Free…
Liked by Nitin Mali
-
A Comprehensive Overview of GraphRAG Methods Focuses on techniques applied to the GraphRAG workflow (graph-based indexing, graph-guided retrieval…
A Comprehensive Overview of GraphRAG Methods Focuses on techniques applied to the GraphRAG workflow (graph-based indexing, graph-guided retrieval…
Liked by Nitin Mali
Experience
Education
-
Rutgers University
-
Artificial Intelligence,Machine Learning and business tools for Analytical so as to get the hands on Experience related to R and Python.
>>Focus: AI, Data Analytics, Data Mining, Big data, Business Intelligence, ERP -
-
Activities and Societies: 1. Part of KIN club(Knowledge Innovation Nest Club). 2. Part of NSS club(National Service Scheme Club) 3. Part of Msrit cse tech Club
1. Participated in various Cultural activities.
2. Conducted Hackathon.
3. Part of Knowledge Innovation Nest Club.
4. Part of NSS club(National Service Scheme Club)
5. Part of Msrit cse tech Club -
-
Activities and Societies: Cricket, Drama, NCC ( Served the Nation at National Cadet Corps)
-
-
Activities and Societies: Dancing, Cricket
Licenses & Certifications
Volunteer Experience
-
-
-
Team Lead
M.S. Ramaiah Institute Of Technology
- Present 10 years 7 months
Science and Technology
Organized a 24-hour hackathon in my junior year in which schools from around the state were represented.
-
Publications
Courses
-
Analytics in Business Intelligence
-
-
Artificial Intelligence
-
-
Big Data and Data Science
-
-
Business Data Management
-
-
Data Analysis and Decision Making
-
-
Data Communication
-
-
Data Structures and Algorithms
-
-
Database Management Systems
-
-
Design and Analysis of Algorithms
-
-
Information Storage and Management
-
-
Mathematics IV:Statistics for Engineers
-
-
Mobile Application and Development
-
-
Object Orientation Modelling and Design
-
-
Object Oriented Programming with C++
-
-
Project Management
-
-
Python Methodologies in Data Science
-
-
Unix Programming
-
Projects
-
Artificial Intelligence -Minesweeper Inference-Informed Action
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 artificial 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…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 artificial 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 -
Website developed for Blogging Under MITSA
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.
-
Image classification using Support vector machines and Logistic Regression
-
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.
-
Machine Learning trained to Convert gray color image to Color using K-means clustering and linear regression
-
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.
-
Health Beneficiaries relocated based on Physicians using Clustering algorithm
-
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…
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. -
Artificial Intelligence -Path Planning and Search Algorithms
-
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.
-
Hotel Management Website
-
• 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.
-
SAP Lumira extension
-
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.
Other creators -
Go Mad (Android App)
-
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 cardOther creatorsSee project -
Business Proposal for FKCCI(Federation of Karnataka Chambers of Commerce and Industry)
-
->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
Other creators -
Smart Dustbin
-
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.
Other creatorsSee project
Honors & Awards
-
Ingenius Hackathon at PES College
ACM India
We Were in the top 10 teams in Hackathon competition conducted by Ingenius hackathon at PES college sponsored by acm India.
-
Sap Lumira Hackathon
SAP
We Won the SAP Lumira Hackathon competition conducted by "SAP Lumira Extension Visualization Hackathon 2014".
-
SAP Lumira hackathon
-
We Were among the top 10 teams in SAP Lumira Hackathon competition conducted by "SAP Lumira Visualization Hackathon 2013".
-
Business Proposals for FKCCI
FKCCI
We were selected amongst top 10 teams for providing business solution conducted by "FKCCI" Bangalore.
-
Newline coaching institute
Newline Coaching Institution
Topper in the batch with 95% in the tenth board exam.
Test Scores
-
BloomBerg
Score: 80 percentile
Bloomberg test conducted in our college.
Languages
-
Kannada
Native or bilingual proficiency
-
Hindi
Native or bilingual proficiency
Organizations
-
National Cadet Corps (NCC)
Cadet
-
Recommendations received
1 person has recommended Nitin
Join now to viewMore activity by Nitin
-
𝐄𝐯𝐞𝐫𝐲 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐌𝐮𝐬𝐭 𝐤𝐧𝐨𝐰 𝐭𝐡𝐞𝐬𝐞 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐢𝐦 🗂️ Array Use Case: When you need a fixed-size,…
𝐄𝐯𝐞𝐫𝐲 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐌𝐮𝐬𝐭 𝐤𝐧𝐨𝐰 𝐭𝐡𝐞𝐬𝐞 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐢𝐦 🗂️ Array Use Case: When you need a fixed-size,…
Liked by Nitin Mali
-
AI is not limited to LLMs. There’s a high chance most of us already use AI more than we realize. Imagine a day like this, and see how many…
AI is not limited to LLMs. There’s a high chance most of us already use AI more than we realize. Imagine a day like this, and see how many…
Liked by Nitin Mali
-
6 Core Data Concepts to Know: 1. 𝗗𝗮𝘁𝗮 𝗪𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲: A large, centralized repository of integrated data collected from various sources…
6 Core Data Concepts to Know: 1. 𝗗𝗮𝘁𝗮 𝗪𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲: A large, centralized repository of integrated data collected from various sources…
Liked by Nitin Mali
-
Nowadays, most LLMs get trained with the AdamW optimizer as opposed to the Adam optimizer. Why? There used to be a time when Adam was the king…
Nowadays, most LLMs get trained with the AdamW optimizer as opposed to the Adam optimizer. Why? There used to be a time when Adam was the king…
Liked by Nitin Mali
-
Navigating the Complex World of Data Platform Architecture ⎯⎯⎯⎯⎯⎯⎯⎯⎯ Don’t forget to: ♻️ Repost if you found this post interesting and…
Navigating the Complex World of Data Platform Architecture ⎯⎯⎯⎯⎯⎯⎯⎯⎯ Don’t forget to: ♻️ Repost if you found this post interesting and…
Liked by Nitin Mali
-
I am back with another installment of our database deep-dive series. Today, we're tackling something that's been buzzing in the tech world: vector…
I am back with another installment of our database deep-dive series. Today, we're tackling something that's been buzzing in the tech world: vector…
Liked by Nitin Mali
-
If you aren't learning AI, you'll get left behind in 2024. Here are the top 10 FREE AI courses to get you massively ahead: 🔗 Links are…
If you aren't learning AI, you'll get left behind in 2024. Here are the top 10 FREE AI courses to get you massively ahead: 🔗 Links are…
Liked by Nitin Mali
-
How does the inner workings of a Machine Learning model work? INCOME and LOAN are the two essential variables we're exploring with this model. The…
How does the inner workings of a Machine Learning model work? INCOME and LOAN are the two essential variables we're exploring with this model. The…
Liked by Nitin Mali
-
NVIDIA dropped free online courses on artificial intelligence. 100% free. No payment is required. Don't miss out on these 9 FREE…
NVIDIA dropped free online courses on artificial intelligence. 100% free. No payment is required. Don't miss out on these 9 FREE…
Liked by Nitin Mali
-
I have put together this DevOps Metrics infographic - it's like a cheat sheet for keeping your finger on the pulse of your entire development…
I have put together this DevOps Metrics infographic - it's like a cheat sheet for keeping your finger on the pulse of your entire development…
Liked by Nitin Mali
Other similar profiles
Explore collaborative articles
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
Explore More