About Me

I am an enthusiastic Data Scientist and Data Analyst. With over three years of working experience, I'm currently expanding my knowledge by pursuing a Master's in Data Science at Fordham University. My passion lies in exploring the intricacies of AI and Federated Learning, the nuances of Option Pricing through Reinforcement Learning, the potential of Large Language Models, the innovations of AutoML, and the vast realm of Big Data.

Beyond the tools and techniques, it's my innate attention to detail, rapid assimilation of new concepts, and a keen analytical eye that truly define me. These attributes have not only allowed me to devise novel solutions to prevalent challenges but also refine my essence as a reliable team collaborator and an adept problem solver. Every project I've taken under my wing, whether collaborative or solo, has been a testament to my undying commitment and skillset in this expansive field of study.

Major Focus

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    Data Science

    I am adept at extracting insights from complex datasets, applying machine learning algorithms, predicting future patterns, and tell a story.

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    Quant Analysis

    I employ advanced quantitative techniques to derive actionable insights from financial and economic data.

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    Federated Learning

    I design, implement, and deploy federated learning frameworks to enable machine learning models to train on decentralized datasets, safeguarding privacy while improving model performance.

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    End-to-End Full Stack Data Engineering

    I architect and implement holistic data solutions, managing both backend data infrastructures and front-end data applications.

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    Data Visualization for good

    I craft compelling and informative visualizations that convey meaningful data-driven narratives for positive impact.

Resume

Education

  1. Master of Data Science, Fordham University, New York, NY

    Sept. 2022 — Jan. 2024

    GSAS Centennial Scholarship

    Current GPA: 4.0

    Conducting thesis research under the guidance of Md Zakirul Alam Bhuiyan

  2. Bachelor of Mathematics, University of Waterloo, Waterloo, Ontario, Canada

    Sept. 2016 — Aug. 2020

    Honours Computational Mathematics & Statistics, Joint Honours

    University of Waterloo President's Scholarship, Jan. 2017

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Professional Experience

  1. Documentation Analyst & IT Support Specialist

        Steelcraft Inc. - Kitchener, Ontario, Canada
    May. 2019 — Jul. 2022

    • Independently designed and executed a cutting-edge file system using Python, HTML, and JavaScript. Collaborating and Communicating closely with the board team, I replaced an outdated system that had been in place for over a decade across all company facilities, leading to substantial operational enhancements.
    • Leveraged Python, Excel VBA, Bash/PowerShell scripts, and more to develop efficient automation tools and resolve IT challenges for over 10 users spanning the Accounting, IT, and Executives, thereby enhancing their weekly productivity by over 75%.
    • Mapped out process and document inventories flow in each functional department using graph theory, Classification Model, and NLP, and held meetings, managed project plans, and negotiated with each division’s leaders to develop efficient, customized solutions to reorganize over 4TB history documents database for electronic smart storage.

  2. Web Developer Intern

        Linkage Internet Technology Co., Ltd - China
    Jul. 2016 - Sept. 2016

    • Played a key role in the improvement of an educational platform using HTML and SQL, enhancing user experience by providing a streamlined process for students to submit assignments, receive grades and follow instructions, along with user behavior analytics.
    • Contributed 50+ lines of SQL queries and 100+ lines of HTML code to update the website interfaces and database.

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Other Experience

  1. Founder & Producer

        Music Production Label
    Mar. 2020 — Present

    • Organizing PR, stage performances, collaborations, distribution planning, music production, songwriting, video productions, and VFX
    • Negotiated terms of business acquisitions to increase business and fan base and solidify the market presence

  2. Head of HR Department

        Kitchener - Waterloo Chinese Students and Scholars Association (NPO) - Waterloo, ON, Canada
    Sep. 2017 - Dec. 2019

    • Organized and held a hackathon event at the University of Waterloo that produced 30+ dating apps from 40 developer teams.
    • Led and organized 15+ events and performances at the university to help international students and the Asian student community.

My skills

  • Programming Languages

    Python, R, SQL, C++, C, Excel VBA, JavaScript, HTML, MIPS, Scheme, Shell, Latex, Markdown, GPT Prompt Engineering, TypeScript, CSS


    Proficient Tools

    R Studio, Numpy, Pandas, TensorFlow, PyCaret, PyTorch, Scikit-Learn, Scipy, Seaborn, Keras, SAS (Advanced certificate), Streamlit, Huggingface Models, Hadoop, Tableau, Apache Spark, Flower Package for Federated Learning, Bloomberg Terminal, Google Cloud Console, AWS, React, FastAPI, Docker, WLS, Unix/Linux, Bash/Shell Scripting, Visio, GitHub, Azure, Tailwind

Portfolio

Projects

Full Stack Data Science Web App Projects

Quantitive Analysis Projects

Big Data and Federated Learning Projects

Data Science Projects

Data Visualization and Other Projects

Hobbies