Hello,

My Name Is

Rupsa Banerjee

Portfolio

Portfolio

I am Rupsa Banerjee, a graduate student pursuing a Master's in Data Science from the prestigious New Jersey Institute of Technology (NJIT). Combining my academic pursuits with hands-on experience, I have garnered a unique skill set. With a background in Civil Engineering and a keen interest in SEO, I bring two years of expertise in on-page optimization, influencer outreach, and content marketing.Proficient in machine learning algorithms, neural networks, deep learning, data structure algorithms, Big Data Hadoop, statistics, data visualization, and database management, I offer a comprehensive understanding of the technical landscape. My programming proficiency extends to C, C++, HTML, CSS, JavaScript, Java, Python, and R. Explore the synthesis of my academic pursuits and practical expertise in my portfolio here

Background

  • Embarked on a transformative journey seamlessly intertwining academic rigor with an unwavering passion for data exploration
  • Initiated my educational odyssey at the West Bengal Survey Institute in India, where I excelled in completing a diploma in Civil Engineering with distinction, laying a solid foundation for my analytical skills.
  • Pursued a Bachelor's in Technology with a major in Civil Engineering at Techno India College of Technology, achieving a notable GPA of 3.74. This academic pursuit honed my problem-solving abilities and attention to detail.
  • Continued the quest for knowledge with a Master's in Data Science from the esteemed New Jersey Institute of Technology (NJIT) in the heart of New Jersey. This advanced program equipped me with cutting-edge skills to navigate the dynamic landscape of data analytics.
  • Interests extend into the creative realm, with a penchant for watercolor painting, earning recognition from acclaimed Indian poet, novelist, and historian, Mr. Sunil Gangopadhyay
  • Explored the fusion of art and analytics, with hobbies reflecting diverse interests and creativity
  • Navigated the realms of data with a dynamic blend of technical expertise and a genuine passion for uncovering insights. This journey reflects a commitment to analytics excellence, innovation, and the relentless pursuit of decoding the world with the transformative force of data.

Skills

  • Proficient in a variety of technologies and tools crucial for data science and analytics.Experienced with database management systems, including MongoDB and SQL.
  • Skilled in crafting and optimizing both structured and unstructured query languages.
  • Second nature in navigating the Linux environment, ensuring seamless integration of data processes.
  • Excel in crafting and optimizing structured and unstructured query languages
  • Second nature in navigating the Linux environment, allowing seamless integration of data processes
  • Comprehensive understanding of machine learning algorithms, neural networks, deep learning, and statistical modeling
  • Strong foundation in diverse programming languages such as C, C++, HTML, CSS, JavaScript, Java, R and Python
  • Proficient in data structure algorithms and adept at handling big data with Hadoop.
  • Python proficiency rated at 9 out of 10
  • Multifaceted skill set underpins analytical capabilities and positions as a versatile and adept professional in the dynamic field of data science

Experience

  • Web Consulting at RibosWeb Outsourcing Pvt. Ltd. (January - April 2018):Initiated my professional journey as a Web Consultant, gaining foundational experience in web consulting.
  • SEO Executive at Irvine Infocom Pvt. Ltd. (June 2018 - May 2020):
  • Played a pivotal role in on-page SEO, showcasing proficiency in keyword research, influencer outreach, and link building.
  • Expanded responsibilities to encompass content marketing, SEM, website audit, Google Adwords, and orchestrating paid social media campaigns
  • Integration of SEO tools like Moz and Semrush, coupled with strategic implementations, showcased commitment to tangible results
  • Navigated various social media channels, including Facebook, Twitter, Instagram, Pinterest, and LinkedIn
  • Demonstrated prowess in ensuring a comprehensive digital presence for enhanced brand visibility
  • Experience enriched digital marketing expertise, solidifying standing in SEO and online visibility strategies

Certificate

  • My academic journey is complemented by a robust foundation in key programming languages. I hold a certification in C, C++, and Advanced Java, issued by Tata Consultancy Services. This certification not only underscores my proficiency in these fundamental languages but also attests to my commitment to continuous learning and staying abreast of industry-relevant skills. These certifications serve as a testament to my technical prowess and my ability to apply these languages in diverse contexts, showcasing a well-rounded skill set that extends beyond theoretical knowledge.

Recent Projects

Project 1

Human Action Recognition

In this project, our focus was on Human Action Recognition using advanced image classification techniques. Leveraging state-of-the-art machine learning algorithms, we developed a predictive model that accurately identifies and classifies human actions from images. Through the integration of deep learning and computer vision methodologies, our system demonstrated a high level of precision in recognizing diverse human activities. From basic gestures to complex movements, our model excels in capturing the nuances of human actions, making it a powerful tool for applications in surveillance, gesture-based interfaces, and human-computer interaction.

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Project 2

NYC School Data Cleaning & Analysis

TIn this project, I conducted a comprehensive data cleaning and analysis initiative focused on NYC school data. Leveraging the Pandas library in Python, I meticulously cleaned and amalgamated multiple datasets, ensuring data integrity and coherence. To gain deeper insights, I employed Partial Differential Equations (PDE) and visualization techniques, unveiling intricate correlations within the data. This thorough analysis not only provided a clearer understanding of the dataset's structure but also laid the foundation for future studies and informed decision-making in the realm of education.

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Project 3

Pandas Cleaning and Visualization

This project centered on the meticulous cleaning and visualization of datasets using the Pandas library in Python. Employing data cleaning techniques, I ensured the datasets were prepared for in-depth analysis. Subsequently, utilizing Pandas and Matplotlib, I created visualizations that allowed for a nuanced exploration of the data. The project's focus on both cleaning and visualization not only enhanced the overall data quality but also provided valuable insights for informed decision-making in various domains, from business analytics to academic research.

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Project 4

Academic Project - "Tweet Store, Search, and Cache"

In this academic endeavor, we delved into the intricate world of modern data management systems with a focus on the development of the "Tweet Store, Search, and Cache" system. The project involved storing extensive JSON records with up to 80 key/value fields in both relational and non-relational databases, namely MongoDB and MySQL. Through the implementation of a search engine using Flask, we facilitated user-friendly data storage and retrieval. The integration of caching mechanisms not only enhanced search performance but also minimized disk reads, significantly improving system latency. This project showcased a deep understanding of database systems, effective use of Python programming, and the creation of a robust search application with real-world applicability in handling large-scale, unstructured datasets.

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Project 5

One-Page Portfolio Responsive Website

In my latest project, I designed a sleek and responsive one-page portfolio website to showcase my skills, experiences, and journey. Leveraging HTML for structure, CSS for styling, and JavaScript for interactivity, I aimed to create an engaging and user-friendly experience. The website adapts seamlessly to various screen sizes, ensuring accessibility across devices. It incorporates intuitive navigation, allowing visitors to explore my background, skills, and projects effortlessly. The design principles prioritize clarity and visual appeal, aligning with modern web standards. Through this project, I not only showcased my proficiency in front-end technologies but also emphasized the importance of an aesthetically pleasing and functional online presence.

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About me

Machine Learning Enthusiast

Embark on a journey through data with me – passionate, analytical, and deeply immersed in the world of insights. I chart courses, discover the power, and unleash innovation through analytics excellence. My data-driven approach is a glimpse into a realm where navigating complexities sparks innovation. Insights, analytics, and innovation define my commitment to decoding the world with data.

Download Resume

Contact info

Phone

+616-290-2999

Email

rb757@njit.edu

Adress

New Jersey-USA, zip:07034