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Data Science with less than a year in Machine Learning, Web Development, and Mathematical Computing
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Highly motivated individual with an M.Sc in Mathematics & Computing from IIT Guwahati. Demonstrated strong analytical and problem-solving skills through academic projects in E-commerce, Regression Analysis, and Image Generation using GANs. Possesses a solid foundation in Data Science, AI, and Computer Science, coupled with a passion for teaching and maximizing student performance. Recognized with an 'AA' grade for Master's Thesis Project and an INSPIRE Scholarship, highlighting academic excellence and research capabilities.
Indian Institute of Technology, Guwahati
M.Sc Mathematics & Computing · Mathematics & Computing
August 1, 2022 – June 30, 2024
ABN Seal College, West Bengal
B.Sc Mathematics Honours · Mathematics
August 1, 2019 – June 30, 2022
WB Board
Higher Secondary
June 1, 2017 – May 31, 2019
WB Board
Secondary
June 1, 2017 – May 31, 2017
Divine Word School
PGT Teacher (Mathematics)
July 1, 2024 – Present
Lower Dibang Valley, Arunachal Pradesh, India
E-commerce Website
January 1, 2023 – January 1, 2024
Ranked 2nd highest among MnC students' projects and received a total of 8/10 in the DBMS course. Implemented user authentication, search, filter, and admin management using MERN stack technologies. Performed CRUD operations on orders and database users, offering products to customers and created order delivery page.
View ProjectRegression Analysis (Statistical Inference)
January 1, 2023 – January 1, 2024
Conducted regression analysis by performing point and interval estimation of all parameters. Performed test of significance of the regression, residual analysis, subset selection, finding adjusted R², residual analysis, and detection of multicollinearity.
View ProjectOnline Notes Drive
January 1, 2023 – January 1, 2024
Implemented login and sign-up authentication using MERN stack and Tailwind CSS. Users can upload their English notes to an online database without any paid service
View ProjectImage Generation using GANs
January 1, 2023 – January 1, 2024
Implemented a GAN using TensorFlow to generate handwritten digit images from the MNIST dataset. Defined the generator and discriminator model, configured the models with loss functions and optimizers. After training, the Generator can generate new handwritten digit images similar to the MNIST dataset.
View ProjectCultural Fit Analysis
The candidate's academic background from IIT Guwahati and participation in various academic projects, including those involving machine learning and data analysis, align well with a data science role. The INSPIRE Scholarship and Certificate of Excellence in ML and Data Science indicate a strong drive for learning and excellence. While the current role as a teacher is not directly in data science, the focus on conceptual clarity and problem-solving is transferable. The diversity of projects (web development, statistical analysis, deep learning) shows a broad interest in technology and a willingness to explore different domains, which can contribute positively to a dynamic team environment. However, the lack of professional data science experience might require a period of adjustment to industry practices.
Soft Skills & Operational Fit
The candidate's experience as a PGT Teacher (Mathematics) suggests strong communication, pedagogical, and leadership skills. The ability to develop rigorous coaching modules and implement educational policies indicates a structured approach to problem-solving and a commitment to conceptual clarity. These traits are beneficial for explaining complex data science concepts, collaborating in teams, and mentoring junior colleagues. The academic projects, while individual, show initiative and the ability to complete complex tasks.