Specializing in high-end digital experiences — blending machine intelligence with aesthetic, modern web development.
About Me
I'm Austin Karki, also known as Faceless Ancient, a scholarly explorer at the intersection of machine intelligence, visual perception, and elegant web craftsmanship. My foundation spans Python, C, C++, JavaScript, and CSS, enabling me to prototype algorithms and sculpt interactive experiences alike.
My technical repertoire includes Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, and YOLO—each explored primarily at a conceptual level—paired with rigorous Exploratory Data Analysis. I also dabble in front‑end development, UI/UX fundamentals, and back‑end engineering, weaving these strands into cohesive digital narratives.
Beyond code, I am driven by curiosity and a commitment to share knowledge, whether through talks, open‑source contributions, or mentoring peers. I continuously seek new challenges that blend theory with tangible design, aiming to turn abstract ideas into polished, high‑impact applications.
Focus Areas
Data Science · ML · Full-Stack Web
Current Status
CS Major · Building & Learning
Based in
Nepal
Languages
Python · TypeScript · JavaScript
Interests
Algorithms · Visual Storytelling · Open Source
Experience & Education
My timeline
Experience
Data Science Intern
CodeAlpha / Prodigy Infotech
Conducted in-depth analysis of Japan's demographic trends and family height data. Developed decision tree classifiers to predict customer purchases and investigated sentiment using social media data on AI. Completed Iris Classification and Unemployment Analysis tasks.
Experience
Data Science Participant
Kaggle & Analytics Vidhya
Participated in data science competitions, including the Titanic Survival Prediction and Loan Predictions challenges. Built predictive models and honed exploratory data analysis skills in Python.
Education
Science & Computer Science
Kathmandu Model College (High School)
Grade: A+. Focused on Physics, Math, and Computer Science.
Education
Secondary Education
Galaxy Public School
Won a debate competition and participated in various other competitions. Active in debate and speech.
Projects
Data Science
Titanic Survival Prediction
The sinking of the Titanic is one of the most infamous shipwrecks in history. This project builds a predictive model that answers: what sorts of people were more likely to survive? — using passenger data (name, age, gender, socio-economic class, etc).
Data Analysis
Unemployment Analysis
This project analyzes and visualizes the unemployment rate across different regions of India during the COVID-19 pandemic to understand the economic impact through interactive charts.
Web Development
Amazon Clone
A pixel-faithful recreation of the Amazon homepage built entirely from scratch using pure HTML and CSS — no frameworks. Goal: master complex layout techniques, responsive design, and UI replication at a professional scale.
Natural Language Processing
NLP Sentiment Analysis
A text classification pipeline that determines whether a movie review carries a positive or negative sentiment. Built as a foundational NLP project to learn core text preprocessing and feature extraction techniques.
Machine Learning
Predict Number of Upvotes
A hackathon challenge to predict the number of upvotes a question will receive on a Q&A platform based on user metrics and question text.
Capabilities
Get in Touch
Let's Talk
Whether you have a project idea, a collaboration proposal, or just want to say hello — my inbox is always open. I'll do my best to get back to you.