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Shubham Roy
I'm Machine Learning an
About Me
Hello ! I am Shubham Roy, Data Science Enthusiast
I am a dedicated and enthusiastic data science student with a passion for uncovering insights from data and transforming them into actionable solutions. My journey in data science has equipped me with a strong foundation in statistical analysis, machine learning, and data visualization. I thrive on solving complex problems and continuously seek to expand my knowledge and skills in the field. With hands-on experience in projects ranging from sentiment analysis to predictive modeling, I am eager to contribute to impactful data-driven initiatives.
Beyond academics, I love to play cricket and online games in my free time. I am a quiet person who cherishes living in the moment, and I am always excited about new learnings and experiences. Traveling is another passion of mine, as it provides opportunities to explore new places and cultures.
Data Scientist & Machine Learning Enthusiast.
" Transforming data into insights, with a relentless passion for unraveling the complexities of the world. "
- Birthday: 12 Jan 2003
- LinkedIn: Shubham Roy
- Phone: +91 6295329890
- City: Joypur , Bankura
- Age: 21
- Degree: Master
- Email: royshubham604@gmail.com
- Work: Available
"Remember, the top of one mountain is the bottom of another. Keep climbing and reaching for new heights."
Skills
Expertise in data science, analytics, and machine learning, focusing on actionable insights and advanced modeling.
Skilled in building, training, and evaluating machine learning models,Proficient in all types of algorithms
Experience in Python 's libraries like NumPy, pandas, scikit-learn, Pytorch ,TensorFlow, and Keras.
using R for analysis and leveraging R packages like ggplot2, dplyr and tidyr for data manipulation and visualization.
Skilled in querying, managing, manipulating databases and Proficient in writing complex queries using SQL.
Strong foundation in statistical concepts and methods for interpreting data.
Capable of designing solutions to complex computational problems.
Skilled in analyzing datasets to uncover patterns, trends, and actionable insights.
Experience in deep learning models and Knowledgeable in techniques like fine-tuning pre-trained models.
Skilled in applications like sentiment analysis, text classification, and language modeling.
Familiar with large language models for tasks like text generation, summarization, and translation
Resume
Passionate Data Scientist with a focus on actionable insights and advanced modeling techniques
Sumary
Shubham Roy
Passionate and detail-oriented Data Scientist with experience in leveraging advanced analytical techniques and machine learning models to drive data-driven decision-making. Skilled in data processing, predictive modeling, and insightful analytics, with a strong focus on actionable results and innovative solutions.
- Joypur , Bankura
- +91 6295329890
- royshubham604@gmail.com
Education
Master of Data Science & AI
2023 - 2025
Ramakrishna Mission Vivekananda Educational And Research Institute (RKMVERI)
I am currently pursuing an MSc in Big Data Analytics (2023-2025), where I am honing my skills in advanced data analysis techniques, big data technologies, and machine learning to tackle complex data-driven challenges.
Bachelor of Mathematics
2020 - 2023
Ramakrishna Mission Residential College , Narendrapur (RKMRC)
I completed a BSc in Mathematics (2020-2023), where I developed a strong foundation in mathematical theory, analytical thinking, and problem-solving skills, essential for tackling complex data science challenges.
Secondary Education and Higher Secondary Education
2013-2020
Joypur High School (H.S)
Secondary Education (2018): Scored 91%, demonstrating dedication and a strong academic foundation crucial for higher education pursuits. Higher Secondary Education (2018-2020): Achieved 96.4% in the science stream, which fostered a deep interest in scientific inquiry and analytical thinking, laying the groundwork for advanced studies in mathematics and data science.
Experience
Summer Intern
Jun,2023— Present
IISER KOLKATA
- Time Series Analysis and GRACH Model.
- Under the guidance of Dr. Satyaki Mazumder, Head of the Statistics Department at IISER Kolkata
- I am working on a time series prediction project focusing on financial data, specifically the Nifty 50 index. This project involves reading and implementing advanced statistical models, including ARMA and GARCH models, to analyze and predict stock price movements. The dataset consists of key financial metrics such as 'Open', 'High', 'Low', 'Close', 'Adj Close', and 'Volume', indexed by 'Date'. The project's primary aim is to gain insights into the volatility and trends in stock prices, leveraging these models' strengths to make accurate predictions.
- This experience is enhancing my skills in time series analysis and my understanding of financial data analytics.
Advanced Mathematics Subject Matter Expert (Part-Time)
Nov 2022 - Present
Chegg India (Remote)
- As an Advanced Mathematics Subject Matter Expert at Chegg, I specialize in providing clear and accurate solutions to complex mathematical problems.
- My role involves breaking down challenging concepts in areas such as calculus, linear algebra, differential equations, and statistics, making them accessible to students.
- I utilize my strong analytical skills and in-depth knowledge of mathematics to solve a wide range of problems, ensuring that the solutions are both educational and comprehensive.
- This position has enhanced my problem-solving abilities and allowed me to help students better understand and succeed in their mathematics courses.
Data Science Intern
Jun 2024 - Jul 2024
Prodigy InfoTech
- The internship is scheduled to take place from June 1st to June 30th, 2024.
- I am eager to undertake the tasks assigned to me and contribute to impactful projects during this period.I am delighted to announce that I have been offered an internship position as a Data Science Intern at Prodigy InfoTech.
- This opportunity will allow me to gain invaluable hands-on experience in the field of data science.
- The internship is scheduled to take place from June 1st to June 30th, 2024. I am eager to undertake the tasks assigned to me and contribute to impactful projects during this period. Data Analysis, Machine Learning.
Resume/CV
Click Here to See The ResumePortfolio
This Section Contains the project works of Mine
- All
- Machine Learning
- Deep Learning
- Time Series Forecasting
- NLP and LMM
Internship
Hands-on experience and learning through practical projects in real-world environments.
Internship at IISER, Kolkata
Time Series Analysis
Jun 1, 2024 - Aug 1, 2024
Project: Time Series Prediction Using GARCH and ARMA Models
Guidance: Dr. Satyaki Mazumder, Head of the Statistics Department
During this internship, I developed and implemented GARCH and ARMA models for forecasting financial time series data, specifically focusing on the Nifty 50 index. The project entailed exploring volatility modeling, understanding financial market behaviors, and improving predictive accuracy using advanced statistical techniques. This work contributes to a deeper understanding and prediction of market trends and volatility, aiding informed financial decision-making.
Internship at Prodigy Infotech
Machine Learning and Data Analysis
Jun 2024 - Jul 2024
At Prodigy Infotech, I developed machine learning models to predict customer behavior, enhancing marketing strategies and targeting. This internship allowed me to apply my skills in data preprocessing, model selection, and evaluation, and provided valuable insights into practical business applications of data science.
Contact
"If you have any questions or need further information, please feel free to contact me."
Address
Joypur , Bankura , West Bengal
Call Me
+91 6295329890
Email Me
royshubham604@gmail.com