PradyumnaMalladiDS.tex

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\begin{document}
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\begin{center}
\begin{tabular}{p{0.5\linewidth} @{\hspace{2.0cm}} p{0.5\linewidth}}

    \fontsize{20pt}{10pt}\selectfont
    \textbf{Malladi Pradyumna} &
    \fontsize{10pt}{10pt}\selectfont
    {\fontsize{12pt}{12pt}\selectfont \textit{Bachelor of Engineering, BITS Pilani}\hfill\textit{}} \\

    % Bachelor of Engineering, BITS Pilani \hfill \\

    \vspace{5pt}

    \fontsize{10pt}{10pt}\selectfont
    \href{https://www.linkedin.com/in/malladi-pradyumna/}{\color{black}{\faIcon{linkedin} \smash{https://www.linkedin.com/in/malladi-pradyumna/}}} &
    \fontsize{10pt}{10pt}\selectfont
    
    \vspace{5pt}
    \href{mailto:f20210367@hyderabad.bits-pilani.ac.in}{{\color{black}\faIcon{envelope}\, f20210367@hyderabad.bits-pilani.ac.in}} \\
    
    \fontsize{10pt}{10pt}\selectfont
    \href{https://www.malladipradyumna.com}{\color{black}\falcon{\faUser}  {\smash{https://www.malladipradyumna.com}}} &
    \fontsize{10pt}{10pt}\selectfont
    \href{https://github.com/mssrprad}{{\color{black}\faIcon{github} \smash{https://github.com/mssrprad}}} \\
    
    \fontsize{10pt}{10pt}\selectfont
    \textbf{\faIcon{globe-asia}} Duplex-B, Lekha Apartments, Khairatabad, Hyderabad, India &
    \fontsize{10pt}{10pt}\selectfont
    \textbf{\faIcon{phone-alt}} (+91) 8977008246 \\

\end{tabular}
\end{center}

\noindent 
\textbf{EDUCATION} \par
\vspace{2pt}
\hrule
\vspace{6pt}
\noindent 
\textbf{Birla Institute of Technology and Sciences Pilani, }Hyderabad, India{\fontsize{9pt}{9pt}\selectfont \textbf{ \hspace*{0.6in} \hspace*{\marginAdj} }{\fontsize{12pt}{12pt}\selectfont Sep 2021 - May 2025}} \par
\noindent 
{\fontsize{12pt}{12pt}\selectfont \textit{Computer Science Engineering (Major) | Data Science (Minor) | CG: 8.36}} \par
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
\item {\fontsize{12pt}{12pt}\selectfont Courses: Linear Algebra, Probability and Statistics, Computer Programming, Object Oriented Programming, DBMS, Operating Systems, Machine Learning, Foundations of Data Science} \par
\end{itemize}


 \par
 \vspace{9pt}
 
\noindent 
\textbf{EXPERIENCE} \par
\vspace{2pt}
\hrule
\vspace{6pt}


\noindent 
\textbf{Paralleldots}{\fontsize{9pt}{9pt}\selectfont \hspace*{4.30in} \hspace*{\marginAdj} {\fontsize{12pt}{12pt}\selectfont May 2023 - Aug 2023}} \par
\noindent 
{\fontsize{12pt}{12pt}\selectfont \textit{Data Science Intern}\hfill\textit{Gurgaon, India}} \par
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
    \item {\fontsize{12pt}{12pt}\selectfont Training and evaluating SOTA Object Detection Models like yolonas, yolov5 on Retail Datasets.} \par
    \noindent
    \item {\fontsize{12pt}{12pt}\selectfont Used extensive shell and python scripting to preprocess the dataset and trained on a remote Nvidia Gpu.} \par
    \noindent 
    \item {\fontsize{12pt}{12pt}\selectfont Wrote training and evaluation scripts to generate metrics and compare different models. } \par
    \noindent
\end{itemize}



 \par
\vspace{9pt}



\noindent 
\textbf{PROJECTS} \par
\vspace{2pt}
\hrule
\vspace{6pt}

\noindent
\textbf{ML for Water Quality Parameters Estimation} \hspace*{\marginAdj} \hspace*{1.90in} {\fontsize{12pt}{12pt}\selectfont Sept 2023 - Jan 2023} \par
\par
\noindent 
{\fontsize{12pt}{12pt}\selectfont \textit{Machine Learning, Pytorch, Sentinelhub API}\hfill\textit{Dr Anmala Jagadeesh, BITS Hyd}} \par
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
    \item {\fontsize{12pt}{12pt}\selectfont Constructed and compared several Machine Learning models to accurately predict Water Quality Parameters like Chlorophyll-a from Satellite Hyperspectral Data.} \par
    \item {\fontsize{12pt}{12pt}\selectfont Achieved Test R2 values upto 0.8.} \par
\end{itemize}

\noindent 
\textbf{\href{https://github.com/MSSRPRAD/DS-Algorithms}{\color{black}Implementation of Fundamental Machine Learning Models}} \hspace*{1.00in}\hspace*{\marginAdj} {\fontsize{12pt}{12pt}\selectfont Sept 2022 - Dec 2023} \par
\noindent
{\fontsize{12pt}{12pt}\selectfont \textit{Machine Learning, Data Science, Numpy, C++}\hfill\textit{ BITS Hyd}} \par
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
    \item {\fontsize{12pt}{12pt}\selectfont Developed and implemented a diverse set of Machine Learning algorithms in pure NumPy and C++.}  \par
    \item {\fontsize{12pt}{12pt}\selectfont Covered foundational algorithms, including Perceptron, Artificial Neural Networks (ANN), Fischer's Linear Discriminant Analysis (LDA), Logistic Regression, Principal Component Analysis (PCA), and Linear/Polynomial Regression.}  \par
    \item {\fontsize{12pt}{12pt}\selectfont Applied theoretical knowledge in practical scenarios such as Cancer Cell classification based on tumor characteristics, MNIST digit classification, and Housing Data analysis.}  \par
\end{itemize}

\noindent 
\textbf{Retrieval Augmented Generation} \hspace*{2.80in}\hspace*{\marginAdj} {\fontsize{12pt}{12pt}\selectfont Sept 2023 - Dec 2023} \par
\noindent
{\fontsize{12pt}{12pt}\selectfont \textit{Applied Machine Learning, Backend, Flask, BERT}\hfill\textit{ ACM, BITS Hyd}} \par
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
    \item {\fontsize{12pt}{12pt}\selectfont Led a Student Team in the development of a Retrieval Augmented Generation (RAG) application using Python, Flask, and SQLite. } \par
    \item {\fontsize{12pt}{12pt}\selectfont Used an Object-Oriented Approach to facilitate the integration of various Language Models (LLMs) and Embedding Generators. } \par
    \item {\fontsize{12pt}{12pt}\selectfont Application was tested on the Course Handouts of Bits Hyderabad.} \par
\end{itemize}

 \par
\vspace{9pt}


\noindent 
\textbf{Skills} \par
\vspace{2pt}
\hrule
\vspace{6pt}
\noindent 
\begin{itemize}[noitemsep,topsep=0pt]
\item {\fontsize{12pt}{12pt}\selectfont Programming Language:}  Python, C, C++, SQL, Rust \par
\noindent 
\item {\fontsize{12pt}{12pt}\selectfont Foundational Concepts:} Linear Algebra, OOPS, DBMS \par
\noindent 
\item {\fontsize{12pt}{12pt}\selectfont Skills:} Data Science, Machine Learning, Deep Learning, Web Development, Relational Database Management \par
\noindent 
\item {\fontsize{12pt}{12pt}\selectfont Toolkits/Libraries:} Numpy, Pandas, Pytorch, Linux, Matplotlib, Docker, VSCode \par
\end{itemize}

\noindent
\textbf{Extracurricular Activities} \par
\vspace{2pt}
\hrule
\vspace{6pt}
\begin{itemize}[left=0pt, noitemsep, topsep=0pt]
    \item {\fontsize{12pt}{12pt} Machine Learning lead at the Association of Computing Machinery (ACM), Bits Hyderabad Chapter.}
    \item {\fontsize{12pt}{12pt}\selectfont Member, Society for Open Source Software, Sanskrit and Foreign Languages, BITS Hyderabad} \par
    \item {\fontsize{12pt}{12pt}\selectfont My hobbies include Recreational Programming, Reading, and playing the occasional Tennis.} \par
\end{itemize}

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