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main.tex
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%-------------------------
% Resume in Latex
% Author : Abey George
% Based off of: https://github.com/sb2nov/resume
% License : MIT
%------------------------
\documentclass[letterpaper,11pt]{article}
\usepackage{latexsym}
\usepackage[empty]{fullpage}
\usepackage{titlesec}
\usepackage{marvosym}
\usepackage[usenames,dvipsnames]{color}
\usepackage{verbatim}
\usepackage{enumitem}
\usepackage[hidelinks]{hyperref}
\usepackage[english]{babel}
\usepackage{tabularx}
\usepackage{multicol}
\usepackage{graphicx}
\setlength{\multicolsep}{-3pt}
\setlength{\columnsep}{-1pt}
\input{glyphtounicode}
\RequirePackage{tikz}
\RequirePackage{xcolor}
\RequirePackage{fontawesome}
\usepackage{tikz}
\usetikzlibrary{svg.path}
\definecolor{cvblue}{HTML}{0E5484}
\definecolor{black}{HTML}{130810}
\definecolor{darkcolor}{HTML}{0F4539}
\definecolor{cvgreen}{HTML}{3BD80D}
\definecolor{taggreen}{HTML}{00E278}
\definecolor{SlateGrey}{HTML}{2E2E2E}
\definecolor{LightGrey}{HTML}{666666}
\colorlet{name}{black}
\colorlet{tagline}{darkcolor}
\colorlet{heading}{darkcolor}
\colorlet{headingrule}{cvblue}
\colorlet{accent}{darkcolor}
\colorlet{emphasis}{SlateGrey}
\colorlet{body}{LightGrey}
%----------FONT OPTIONS----------
% times new roman
\usepackage{mathptmx}
% Adjust margins
\addtolength{\oddsidemargin}{-0.6in}
\addtolength{\evensidemargin}{-0.5in}
\addtolength{\textwidth}{1.19in}
\addtolength{\topmargin}{-.7in}
\addtolength{\textheight}{1.4in}
\urlstyle{same}
\raggedbottom
\raggedright
\setlength{\tabcolsep}{0in}
% Sections formatting
\titleformat{\section}{
\vspace{-4pt}\scshape\raggedright\large\bfseries
}{}{0em}{}[\color{black}\titlerule \vspace{-5pt}]
% Ensure that generate pdf is machine readable/ATS parsable
\pdfgentounicode=1
%-------------------------
% Custom commands
\newcommand{\resumeItem}[1]{
\item\small{
{#1 \vspace{-2pt}}
}
}
\newcommand{\classesList}[4]{
\item\small{
{#1 #2 #3 #4 \vspace{-2pt}}
}
}
\newcommand{\resumeSubheading}[4]{
\vspace{-2pt}\item
\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
\textbf{\large#1} & \textbf{\small #2} \\
{\large#3} & {\small #4} \\
\end{tabular*}\vspace{-7pt}
}
\newcommand{\resumeSubSubheading}[2]{
\item
\begin{tabular*}{0.97\textwidth}{l@{\extracolsep{\fill}}r}
\textit{\small#1} & \textit{\small #2} \\
\end{tabular*}\vspace{-7pt}
}
\newcommand{\resumeProjectHeading}[2]{
\item
\begin{tabular*}{1.001\textwidth}{l@{\extracolsep{\fill}}r}
\small#1 & \textbf{\small #2}\\
\end{tabular*}\vspace{-7pt}
}
\newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}
\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]}
\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}
\newcommand{\resumeItemListStart}{\begin{itemize}}
\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-5pt}}
\newcommand\sbullet[1][.5]{\mathbin{\vcenter{\hbox{\scalebox{#1}{$\bullet$}}}}}
%-------------------------------------------
%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
%----------HEADING----------
\begin{center}
{\Huge \scshape Shambo Chowdhury} \\ \vspace{1pt}
Burdwan, West Bengal \\ \vspace{1pt}
\small \href{tel:#}{ \raisebox{-0.1\height}\faPhone\ \underline{+91-9679033262} ~}
\href{mailto:shamboc04@gmail.com}{\raisebox{-0.2\height}\faEnvelope\ \underline{shamboc04@gmail.com}} ~
\href{mailto:shambo04@kgpian.iitkgp.ac.in}{\raisebox{-0.2\height}\faEnvelope\ \underline{shambo04@kgpian.iitkgp.ac.in}} ~
\href{https://linkedin.com/in/shambo04}{\raisebox{-0.2\height}\faLinkedinSquare\ \underline{Linkedin}} ~
\href{https://github.com/typhonshambo}{\raisebox{-0.2\height}\faGithub\ \underline{Github}} ~
\end{center}
\vspace{0.5mm}
%-----------EDUCATION-----------
\section{EDUCATION}
\resumeSubHeadingListStart
\resumeSubheading
{Indian Institute of Technology (IIT), Kharagpur}{2023 – 2027}
{B.Tech - Chemical Engineering}{Kharagpur, West Bengal}
\resumeSubHeadingListEnd
%-----------TECHNICAL SKILLS-----------
\section{TECHNICAL SKILLS}
\vspace{-5pt}
\begin{center}
\renewcommand{\arraystretch}{1.2}
\begin{minipage}[t]{0.47\textwidth}
\raggedright
\begin{tabularx}{\linewidth}{lX}
\textbf{Languages} : Python, C, SQL, Bash \\
\textbf{DBMS } : PostgreSQL, MongoDB, MySQL \\
\textbf{Backend Frameworks} : Flask, SwaggerHub, Streamlit \\
\end{tabularx}
\end{minipage}%
\begin{minipage}[t]{0.53\textwidth}
\raggedright
\begin{tabularx}{\linewidth}{lX}
\textbf{Data Science} : Scikit-learn, Matplotlib, Seaborn, Pandas Numpy\\
\textbf{Operations} : ZenML, MLflow, Github Actions, CircleCI, Dagshub\\
\textbf{Cloud} : AWS(EC2), GCP(GKE),Azure(ASE), Heroku\\
\end{tabularx}
\end{minipage}
\end{center}
%-----------PROJECTS-----------
\section{PROJECTS}
\vspace{-5pt}
\resumeSubHeadingListStart
%Achieving a model accuracy of 93\% on test dataset
\resumeProjectHeading
{\href{https://github.com/typhonshambo/End-to-End-ML-Pipeline-for-Predictive-Maintenance/tree/main}{\textbf{\large{\underline{Predictive Maintenance Model}}} \href{https://github.com/typhonshambo/End-to-End-ML-Pipeline-for-Predictive-Maintenance/tree/main}{\raisebox{-0.1\height}\faExternalLink}} $|$ {\href{https://typhonshambo-predictive-maintenance.streamlit.app}{\underline{Demo}} \href{https://typhonshambo-predictive-maintenance.streamlit.app}{\raisebox{-0.1\height}\faExternalLink}} $|$ \href{https://dagshub.com/typhonshambo/End-to-End-ML-Pipeline-for-Predictive-Maintenance.mlflow}{\underline{Model Tracking}} \href{https://dagshub.com/typhonshambo/End-to-End-ML-Pipeline-for-Predictive-Maintenance.mlflow}{\raisebox{-0.1\height}\faExternalLink} $|$ \large{\underline{Mlflow, Streamlit, Dagshub}}}{2024}\\
\resumeItemListStart
\resumeItem{\normalsize{Reduced maintenance costs of by 40-60\% by developing a predictive maintenance model using Random Forest Regressor to predict sensor failures for a company, and eliminate unnecessary maintenance operations.}}
\resumeItem{\normalsize{Trained the model on historical sensor data with 11 features, including IDs, metrics, and failure rates.}}
\resumeItem{\normalsize{Utilized MLflow for model tracking, and DagsHub for hosting and versioning project.}}
\resumeItemListEnd
\vspace{-13pt}
\resumeProjectHeading
{\href{https://github.com/typhonshambo/customer-satisfaction-predictor}{\textbf{\large{\underline{\textbf{Customer Satisfaction Predictor}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{Mlfow, ZenML, Streamlit}}}{2024}\\
\resumeItemListStart
\resumeItem{\normalsize{Analyzed a dataset of 100k orders from Brazilian marketplaces (2016-2018) to develop an automated ML pipeline for predicting customer satisfaction on scale (0-5).}}
\resumeItem{\normalsize{Automated training, evaluation, and selection of the best sci-kit-learn, allowing easy implementation of ML models on large e-commerce-based datasets.}}
\resumeItem{\normalsize{Utilized ZenML and MLflow to track models, pipelines, artifacts and Streamlit for user-friendly model interaction.}}
\resumeItemListEnd
\vspace{-13pt}
\resumeProjectHeading
{\href{https://github.com/typhonshambo/Advertising-Sales-Prediction}{\textbf{\large{\underline{\textbf{Advertising Sales Prediction}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{scikit-learn, pandas, matplotlib}}}{2024}\\
\resumeItemListStart
\resumeItem{\normalsize{Implemented regression models to predict the sales of a product based on advertising budgets for TV, radio, and newspapers.}}
\resumeItem{\normalsize{Analyzed the impact of advertising budgets on sales using data visualization to optimize ad spending and boost sales.}}
\resumeItem{\normalsize{Tuned the model to achieve an R2 score of 90\% on the test dataset.}}
\resumeItemListEnd
\vspace{-13pt}
\resumeProjectHeading
{\href{https://github.com/typhonshambo/valo-shop}{\textbf{\large{\underline{\textbf{Valo-shop}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{PostgreSQL, REST-API, Hosting services}}}{2022-Present}\\
\resumeItemListStart
\resumeItem{\normalsize{Developed a Discord bot that allows users to view their Valorant in-game inventory and store offers from their Discord.}}
\resumeItem{\normalsize{BOT is used by over \underline{2.8k+ servers} and has grown exponentially in just 1 year.}}
\resumeItem{\normalsize{Implemented API calls, Database management, Hosting etc.}}
\resumeItem{\normalsize{Resolved errors based on Rate Limiting, API Cookie Handling, User Security, Pipeline Issues etc.}}
\resumeItemListEnd
\vspace{-13pt}
\resumeProjectHeading
{\href{https://github.com/typhonshambo/vstat-bot/tree/slash}{\textbf{\large{\underline{\textbf{Vstat}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{PostgreSQL, MongoDB, Amazon-AWS-EC2, REST-API}}}{2022-Present}\\
\resumeItemListStart
\resumeItem{\normalsize{Developed a Discord bot for Valorant that displays user stats, matches, leaderboards, skins, agents, maps, and weapons.}}
\resumeItem{\normalsize{Bot is verified by \href{https://top.gg/bot/864451929346539530}{{{\underline{top.gg}}} \href{topgg Link}}\faExternalLink with \underline{1.7k+ upvotes} and is used in over \underline{1.3k+ servers}.}}
\resumeItemListEnd
%\vspace{-13pt}
% -- some useless projects -- but not removing them for now --
% \resumeProjectHeading
% {\href{https://github.com/typhonshambo/linear-regression-model}{\textbf{\large{\underline{\textbf{Linear Regression Model (without SK-learn)}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{Python, Matplotlib, Linear Algebra}}}{2023}\\
% \resumeItemListStart
% \resumeItem{\normalsize{Developed a Linear Regression Model from scratch without using any \textbf{ML libraries} like \textbf{scikit-learn}.}}
% \resumeItem{\normalsize{Used it predict Flipper lenght of penguins based on their body mass.}}
% \resumeItem{\normalsize{Achieved \textbf{80\% accuracy} in prediction}}
% \resumeItemListEnd
% \resumeProjectHeading
% {\href{https://github.com/typhonshambo/flipkart-review-scrapperl}{\textbf{\large{\underline{\textbf{Flipkart Review Scrapper}}}} \href{Project Link}{\raisebox{-0.1\height}\faExternalLink }} $|$ \large{\underline{Python, beautifulsoup4, Flask, Requests}}}{2023}\\
% \resumeItemListStart
% \resumeItem{\normalsize{Developed a \textbf{full stack} project of flipkart Review Scrapper that scrapes the reviews of all the products available in flipkart based on the search, and provide it in easy readable tabular format.}}
% \resumeItem{\normalsize{Project allows people to easily decide which product to buy based on the reviews.}}
% \resumeItem{\normalsize{Implemented \textbf{Flask} for website and \textbf{beautifulsoup4} for web scrapping amd Deployed the website on \textbf{Vercel}.}}
% \resumeItemListEnd
\resumeSubHeadingListEnd
%-----------Other engagements-----------
\section{ENGAGEMENTS}
\vspace{-5pt}
\resumeSubHeadingListStart
\resumeProjectHeading
{\href{https://go.qwiklabs.com/arcade}{\textbf{\large{\underline{Google Cloud Skill Boost Challenge}}} \href{https://go.qwiklabs.com/arcade}{\raisebox{-0.1\height}\faExternalLink}} \large{\underline{}}}{2023}\\
\resumeItemListStart
\resumeItem{\normalsize{Solved \underline{40+ challenges} based on GenAI, LLM, Pub/Sub etc.}} \\
\resumeItem{\normalsize{Achieved \underline{10 points} in less than 1 month starting from scratch.}} \\
\resumeItemListEnd
\vspace{-13pt}
\resumeProjectHeading
{\href{https://hacktoberfest.com}{\textbf{\large{\underline{Hacktoberfest}}} \href{https://hacktoberfest.com}{\raisebox{-0.1\height}\faExternalLink}} \large{\underline{}}}{2021, 2022, 2023}\\
\resumeItemListStart
\resumeItem{\normalsize{Contributed to and maintained several open-source repositories like freecodedatabase, Valo-shop, Vstat.}} \\
\resumeItem{\normalsize{Managed PRs, Issues, and a Discord community of 800+ members.}} \\
\resumeItemListEnd
\vspace{-13pt}
\resumeSubHeadingListEnd
%\pagebreak
% %-----------Others---------------
% \section{OTHERS}
% \vspace{-20pt}
% \begin{itemize}[leftmargin=0.15in, label={}]
% \small{\item{
% \resumeProjectHeading
% {{\textbf{\large{\underline{\textbf{Freelancing}}}}}\large{\underline{}}}{2023-Present}\\
% \resumeItemListStart
% \resumeItem{\normalsize{Worked with a client in question paper designing.}} \\
% \resumeItem{\normalsize{Gained proficiency in relevant software tools or applications for question paper design, such as Microsoft Word, LaTeX.}} \\
% \resumeItemListEnd
% \resumeProjectHeading
% {\href{https://www.linkedin.com/company/awaaz-iit-kharagpur}{\textbf{\large{\underline{\textbf{Awaaz}}}} \href{Link}{\raisebox{-0.1\height}\faExternalLink }}\large{\underline{}}}{2023-2024}\\
% \resumeItemListStart
% \resumeItem{\normalsize{Been a part of Student Media body of IIT Kharagpur and learned several skills like \textbf{Video editing}, \textbf{Content Writing}, \textbf{Communication skills}, etc.}} \\
% \resumeItem{\normalsize{Lead a team of 3 video editors and released teaser video for one of the biggest event called {\href{https://www.instagram.com/reel/C2jGinmx2tH/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==}{\textbf{\large{\underline{\textbf{Panch Parmeshwar}}}} \href{Link}}}{\raisebox{-0.1\height}\faExternalLink }}} \\
% \resumeItemListEnd
% }}
% \end{itemize}
% \vspace{-15pt}
% %-----------EXTRACURRICULAR-----------
% \section{EXTRACURRICULAR}
% \resumeItemListStart
% \resumeItem{\normalsize{Keen towards Photography and video-graphy, and have worked on several video editing projects}}
% \resumeItem{\normalsize{Been a part of {\href{https://www.iitkgp.ac.in/department/AF}{\textbf{\large{\underline{\textbf{Academy of Classical and Folk Arts}}}} \href{Link}}}{\raisebox{-0.1\height}\faExternalLink }}}
% \resumeItemListEnd
% \vspace{-11pt}
\end{document}