APTITUDEPI(7)              GitHub Profile Manual              APTITUDEPI(7)


NAME
     aptitudepi — Devkumar Banerjee — CS Student, Builder, Researcher

SYNOPSIS
     aptitudepi [--linkedin] [--website] [--keybase] [--github]
     aptitudepi  [--repo] [--demo]

CONTACT
     Website:  https://dvxb.io
     LinkedIn: https://linkedin.com/in/dvkb
     GitHub:   https://github.com/aptitudepi
     Keybase:  https://keybase.io/aptitudepi

COPYRIGHT
     Copyright (C) 2026 Devkumar Banerjee. All rights reserved.
     GPG key at https://aptitudepi.github.io/assets/gpg.asc

DESCRIPTION
     Devkumar Banerjee is a Computer Science student at Texas A&M
     University (Class of 2029) whose journey into computing began
     with building his first PC in 5th grade.

     He currently researches cancer radiology @ MD Anderson, graph
     neural networks @ DIVE Lab, and security @ AGGIES Lab, while
     working as an SRE intern @ Lockheed Martin. Previous work
     includes nanomedicine ML research @ Houston Methodist and
     transcriptomics platform development @ UTHSCSA.

     His profile page at https://aptitudepi.github.io is implemented
     as a browser-based terminal emulator built with xterm.js,
     Three.js, Anime.js & Motion, featuring 25+ commands, a virtual
     filesystem, ASCII art boot sequence, CRT scanline/noise overlay
     effects, and interactive Hacker News / weather / markdown
     viewers.

PROJECTS
     TheAggieMap
             Aggieland's interactive campus map. Next.js 14 / FastAPI
             monorepo. Built for HowdyHack 2025.

     PCPG Analyzer
             Web-based framework for dynamic analysis and visualization
             of Pheochromocytoma & Paraganglioma transcriptome data for
             cancer researchers.

     Doctor-Robot (TIDALHack)
             Maps natural-language symptom descriptions to structured
             medical data, classifies 40+ diseases using XGBoost with
             Groq-hosted LLMs.

     Neural-Networks-From-Scratch
             Neural network architectures built from scratch using only
             NumPy, demonstrating backpropagation and fundamental ML
             concepts.

     More at https://github.com/aptitudepi

RESEARCH
     MD Anderson Cancer Center
             Cancer radiology research.

     DIVE Lab (Texas A&M)
             Graph neural networks research.

     AGGIES Lab (Texas A&M)
             Security research.

     Houston Methodist
             Nanomedicine machine learning research.

     UTHSCSA
             Transcriptomics platform development.

CERTIFICATIONS
     GIAC Advisory Board
     GIAC Security Essentials (GSEC)
     GIAC Foundational Cybersecurity Technologies (GFACT)
     Microsoft Certified: Azure Fundamentals
     Microsoft Certified: Azure AI Fundamentals
     Microsoft Certified: Security, Compliance, and Identity
     Fundamentals
     Cisco CCST Networking
     Cisco CCST Cybersecurity
     GitHub Foundations
     TestOut Linux Pro
     PMI Project Management Ready
     Entrepreneurship Certification (Certiport)

SKILLS
     Languages
             Python, C, C++, Java, JavaScript, HTML, CSS, Bash

     ML/DL     TensorFlow, Keras, PyTorch, PyTorch Lightning, XGBoost

     Security
             Kali Linux, Ethical Hacking, GIAC-certified (GSEC/GFACT)

     Infrastructure
             Linux, Git, Grafana, SLURM, Raspberry Pi clusters

     Platforms
             Arduino, Next.js, FastAPI, Streamlit, Node.js

OPTIONS
     The following commands are available at https://aptitudepi.github.io:

     help           Display list of available commands
     cv             Display interactive resume (ASCII neofetch)
     ai, llm        Chat with local LLM (llama.cpp / Groq)
     hn             Browse Hacker News top 30 stories
     hn <N>         View story details with comments
     weather        Fetch weather forecast via Open-Meteo API
     md <url>      Render markdown from URL in fullscreen viewer
     matrix         Toggle Matrix rain animation
     crt            Toggle CRT scanline overlay effect
     noise          Toggle noise texture overlay effect
     fortune        Display random tech quote
     history        Show command history
     ping <host>   Ping a host
     whoami         Display current user
     vm             Boot Buildroot Linux VM in browser (v86)
     banner         Display ASCII art

AUTHORS
     Devkumar Banerjee
     <45304559+aptitudepi@users.noreply.github.com>

     GPG key: https://aptitudepi.github.io/assets/gpg.asc

BUGS
     Known issues:
     - Opens too many tabs simultaneously
     - Frequently found staring at terminal emulators
     - Raspberry Pi cluster may or may not be running SLURM
     - May attempt to explain backpropagation without warning

     Report bugs via GitHub Issues or LinkedIn DM.

SEE ALSO
     github.com/aptitudepi      https://github.com/aptitudepi
     linkedin.com/in/dvkb       https://linkedin.com/in/dvkb
     aptitudepi.github.io       https://aptitudepi.github.io
     xterm.js                   https://xtermjs.org
     v86                        https://github.com/copy/v86
     dvxb.io(7)                 https://aptitudepi.github.io/dvxb.io.7


APTITUDEPI(7)              GitHub Profile Manual              APTITUDEPI(7)