Profile
As a pre-final year student pursuing a postgraduate degree in Computational Statistics and Data Analytics, I have a keen interest in Data Analytics, Big Data, and Machine Learning. I have created several innovative and relevant projects using MATLAB, R, and Python. Please feel free to browse my portfolio to learn more about my skills and capabilities.
Experience
INTERN
Feb '23 - Present | Vindhya e-Infomedia Pvt. Ltd.This is an ongoing internship in which I am working upon the problem of high attrition rate in the company, by reviewing past human resource data trends.
MANAGER FOR GENERAL ENQUIRY
Dec '22 - Feb '23 | Riviera 2023As the team leader, I assumed responsibility of managing the whole team's working for addressing an extensive array of queries from both internal and external participants. These inquiries spanned from event particulars to registration processes, as well as enquiries pertaining to accommodations during the annual college festival at VIT, Vellore.
EVENTS HEAD
March '22 - Feb '23 | Dutchese Literary Association - VITI oversaw the planning and execution of literary events and competitions in German language, fostering a vibrant and engaged community of German literature enthusiasts and students who have a high zeal of learning about the language.
Skills
- C
- C++
- Python
- Java
- R
- MATLAB
- SPSS
- Minitab
- SQL
- Oracle DBMS
- Power BI
- Tableau
- AWS
- Apache Hadoop
- Machine Learning:
- Tensorflow
- Keras
- Scikit-Learn
- NLTK
- ANN | Deep Learning
Education
INTEGRATED MSC. IN COMPUTATIONAL STATISTICS AND DATA ANALYTICS
Vellore Institute of Technology, Vellore 2019-2024 |=> Grade: 9.11 CGPAINTERMEDIATE (PHYSICS, CHEMISTRY, MATHEMATICS AND COMPUTR SCIENCE)
Divine Child High School, Surat 2018-2019 |=> Grade: 85.5 % |=> Board: CBSEJUNIOR HIGH
S.D. Jain Modern School, Surat 2016-2017 |=> Grade: 9.6 CGPA |=> Board: CBSEProjects
Youtube Sentiment Analysis Model
Python | NLTK | Stemming and Lemmatization | Gaussian Naive Bayes ClassifierOur Python model extracts comments from two YouTube videos, generates two datasets, and applies Sentiment Analysis (Classification Model) machine learning techniques to provide YouTubers insight into their viewers' sentiment distribution.
After Hurricane Analysis Using MATLAB
Exploratory Data Analysis | Visualizations and Insights | Hurricane Harvey DatasetThis project analyzes and visualizes the Hurricane Harvey dataset on MATLAB to assist an insurance company in allocating resources based on the extent of damage caused during the 2017 category 4 hurricane that resulted in over 100 deaths.
Realtime Chat Application Using Pub-Sub and Apache Kafka
Data Engineering | Hadoop EcosystemThis is an ongoing project which aims to develop a chat application where multiple users can login from different IP addresses to join a single chat environment and have a conversation.
Application of ANN to verify the Conservation Law
Neural Network | PDEs | Conservation LawThis is another ongoing research project which aims on developing a model that could generate its own dataset of PDEs based on several parameters and constraints provided, and then use the same on an ANN that would enable us to verify the statement of the conservation law.
Certificates
Lean Six Sigma Black Belt
In-depth knowledge in quality control, process improvement, and data-driven decision making. Skilled in leading cross-functional teams and using statistical analysis to identify opportunities for improvement and drive business performance.
Merit Scholarship => 2020 | 2021 | 2022
Consistently awarded merit scholarships throughout my degree program at VIT, reflecting my commitment to academic excellence.
Business Analytics And Text Mining Modelling Using Python
Certified in the mentioned domain with an A grade from NPTEL, demonstrating my proficiency in analyzing and modeling complex business data.
References
Languages
- English
- Hindi
- Bengali
- French
- Gujarati