Skip to content
View Prajwal18py's full-sized avatar

Highlights

  • Pro

Block or report Prajwal18py

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Prajwal18py/README.md

Typing SVG


LinkedInΒ  GmailΒ  GitHubΒ  Visitors


╔═══════════════════════════════════════════════════════════════════╗
β•‘  > INITIALIZING PROFILE...                                        β•‘
β•‘  > LOADING PRAJWAL_A.exe                                         β•‘
β•‘  > STATUS: STUDENT β†’ BUILDER β†’ [ASPIRING ENGINEER]              β•‘
β•‘  > ALL SYSTEMS OPERATIONAL. WELCOME.                    [  OK  ] β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  cat whoami.py            β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

whoami

class Prajwal:
    title      = "Aspiring AI / ML Engineer  [ student β†’ builder ]"
    focus      = "End-to-end ML systems Β· From data to deployment"
    currently  = ["MLOps pipelines", "Model optimization", "Production AI"]
    building   = "Intelligent systems that exist in the real world β€” not just notebooks"

    stack = {
        "core"   : ["Python", "PyTorch", "TensorFlow", "scikit-learn"],
        "deploy" : ["Azure", "Streamlit", "Supabase"],
        "data"   : ["NumPy", "Pandas", "Plotly", "Matplotlib"],
        "also"   : ["C", "C++", "R"],
    }

    philosophy = "Benchmarks are vanity. Real-world impact is everything."
    status     = "🟒 Open to collaborate"

    def __repr__(self):
        return "Student who ships β€” not just experiments."


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  cat now_playing.json     β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

now_playing

╔══════════════════════════════════════════════════════╗
β•‘  β–Ά  NOW LEARNING                           [live]   β•‘
╠══════════════════════════════════════════════════════╣
β•‘                                                      β•‘
β•‘   🎡  MLOps & Production Pipelines                  β•‘
β•‘       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘  72%               β•‘
β•‘                                                      β•‘
β•‘   🎡  Model Optimization & Pruning                  β•‘
β•‘       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  60%               β•‘
β•‘                                                      β•‘
β•‘   🎡  Building Open Source AI Tools                 β•‘
β•‘       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘  68%               β•‘
β•‘                                                      β•‘
β•‘   🎡  Deep Learning Architecture Design             β•‘
β•‘       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  45%               β•‘
β•‘                                                      β•‘
╠══════════════════════════════════════════════════════╣
β•‘  QUEUE: Docker Β· FastAPI Β· LLM Fine-tuning  β†’β†’β†’     β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  ls tech/                 β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

tech.stack

β€” Core Languages β€”

PythonΒ  C++Β  CΒ  R

β€” Intelligence Layer β€”

PyTorchΒ  TensorFlowΒ  KerasΒ  scikit-learnΒ  SciPy

β€” Data & Viz β€”

NumPyΒ  PandasΒ  PlotlyΒ  Matplotlib

β€” Deploy & Cloud β€”

AzureΒ  StreamlitΒ  Supabase



β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  git log --stat           β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

git.stats






β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  git log --graph          β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

contributions

Activity Graph



β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  ./snake --feed commits   β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

snake.exe

github-snake


β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  ~/prajwal  Β»  cat philosophy.txt       β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

philosophy

╔══════════════════════════════════════════════════════════════════╗
β•‘                                                                  β•‘
β•‘    "Most people build models. I'm learning to build systems      β•‘
β•‘     that survive contact with the real world."                   β•‘
β•‘                                                                  β•‘
β•‘     The gap between a notebook and production is where           β•‘
β•‘     most ML projects go to die. I'm closing that gap.           β•‘
β•‘                                                                  β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•




β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„β–„
  If you're building something ambitious in AI/ML   
      β€” let's connect and make it real.            
β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€β–€

LinkedInΒ  Email

Pinned Loading

  1. DSA DSA Public

    Mastering Data Structures & Algorithms in Python. Covers Arrays, Trees, Graphs, and Dynamic Programming.

    Python

  2. prajwal-portfolio prajwal-portfolio Public

    JavaScript

  3. Machine-Learning Machine-Learning Public

    This repository contains my daily practice in Machine Learning, focusing on: Exploratory Data Analysis (EDA) Feature Engineering Machine Learning Algorithms The goal is to practice ML concepts cons…

    Jupyter Notebook