Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (2024)

Rindhuja Treesa Johnson

Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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Hello Connections,#opentowork #datascientist #dataanalyst #researchscientistI have been thinking for a while to post on LinkedIn, but one or many things kept me from doing it. Firstly, I was unsure what to post, whether I graduated with my second Master's degree with a perfect 4.0 with a membership in The Honor Society of Phi Kappa Phi or I am unemployed and my days are being counted in the United States! Let me just go with the flow!A Brief History of ti(Me): Yes, I am related to Stephen Hawking by expertise (obviously, a very distant relationship)! I graduated with a Master of Science degree in Physics from Pondicherry Central University, gaining significant exposure to Mathematics, Statistics, problem-solving, critical thinking, and a unique ability to imagine scenarios. However, I knew that I was not destined to be a Hawking or Einstein in Physics.As an ambitious woman, I settle for nothing less than what is best for me or what I am best at. The field of data science crossed my path during my journey, and I couldn’t let it go. Now, after nearly five years of delving into this field, I am ready to be a Hawking or Einstein in Data Science.The only problem—I need an opportunity to prove myself!I completed my first data analysis project in mid-2022, which became a well-documented thesis, even before starting my formal education towards the Master’s degree in Data Science. Today, as I reflect on the past two years, I am proud of how far I have come—changing career tracks and mastering a new domain. I graduated in 17 months from the University of Maryland Baltimore County, transforming into a data science professional.During my graduate studies at #UMBC, I was a Graduate Assistant for the course “Platforms for Big Data Processing,” working with professors Dr. Najam Hassan and Muhammad Ali Yousuf. They helped me solidify my basics in #BigData and advanced my expertise through a rigorous curriculum aligned with the current #AI market. The course, which I initially took as a student, later challenged me as a GA (Grader & Tutor), pushing me to thoroughly understand the concepts inside out.Throughout the program, I gained experience with #datapipelines, #dataethics, #datamanagement, #dataanalysis, #machinelearning, and #deeplearning. I applied these skills to scaled data to uncover patterns, make data predictions and forecasts, conduct #businessanalytics and insights, and integrate some AI elements. Additionally, I extended my expertise to the #financial domain during my final semester, exploring time-series analysis, financial statement analysis, portfolio management, simulation analysis, and more, bringing me closer to becoming a #quantitativeresearcher or #quantitativeanalyst in a financial firm.So, here I am, ready to be a Data Scientist, eagerly awaiting that one opportunity that could transform my career and make a difference in people's lives!Read my medium articles: https://lnkd.in/dYc4aPKDLet’s connect!!

Rindhuja Treesa Johnson – Medium medium.com

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Sudharsun Geetha Ashokkumar

Product Support Manager @ American Red Cross | MS Engineering Management | Product Management | Product/Application Support | Atlassian Confluence & JIRA Administrator | ServiceNow Admin | JIRA Service Management | ITSM

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#Cfbr

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Abhishek Goud Thamatam

Actively looking for Full-Time Data Analyst | Data Engineer| Machine Learning | NLP | SDE Intern at Impruvon Health | Data Science Graduate Student at UMBC - May'24

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Best of luck!

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    I am grateful and proud to publish the article on our project 'Customer Lifetime Value (CLV) Prediction With Machine Learning and DB Querying With LLM' on @GoPenAI (https://blog.gopenai.com/). It was amazing to work with Nithin Goud Kumbam who was consistent and dedicated from the start to the end coming up with new extensions during every weekly review session and Prudhvi Yaswanth Mundluri who was always onboard to explore new things and ready to take up exciting tasks. Best of all, we got to work with Jester Ugalde who supported and encouraged us to pursue challenging problems throughout the 14-week-long project.Check out the article: https://lnkd.in/g9kTcGCdWe started our project as a Prediction model that Auto-insurance companies could utilize to predict the Customer Lifetime Value (CLV) of their customers to minimize the companies' risk in investing in the clients. Later on, we extended it to three different levels. Firstly, a #PowerBI dashboard was designed that gives a glimpse of what our data looks like. Anyone could easily pick up the necessary information like how the CLV changes with different parameters like gender, age, employment, and more. Secondly, we developed and hosted a website that companies can use to predict CLV values for any new or existing client providing input for the required variables. The predictions are based on the #RandomForestRegression model with an accuracy of above 90%.Finally, we implemented a database querying system using the LangChain #LLM framework. The Python module can process (#NLP) natural language and convert human questions into #SQL queries. The queries are then passed on to the #MySQL database which retrieves the required answer in the form of data from the DB. This acts as a support system for the non-technical employees in the companies to extract information from the data.#dataanalysis #machinelearning #powerbi #nlp #llm #sql #insurance #auto #customerlifetimevalue #db Medium

    • Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (9)
    • Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (10)
    • Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (11)

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    Thank you, Towards Data Science, for publishing my article! As I embark on my career journey, this is a huge milestone. I'm grateful for all the support and guidance I received, and I wish to be of as much help to anyone starting their journey. Looking forward to being a valuable resource for fellow beginners—your comments and suggestions are most welcome!Read more and follow: https://lnkd.in/dYc4aPKDHave fun learning! 🤗

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    Challenge incoming!

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    Python or R?!

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    It's my cue to cancel the Spotify subscription!

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  • Rindhuja Treesa Johnson

    Hire me to your Data Team! | Master's in Data Science @UMBC | Python | SQL | R | Big Data - Hadoop & Spark | Phi Kappa Phi Honor Society Member | Data Writer @Medium | M.Sc. in Physics

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    “Make it the only option” sounds so daring! Which one do you think will give you a push start?

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Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (26)

Rindhuja Treesa Johnson on LinkedIn: Rindhuja Treesa Johnson – Medium (27)

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