Chapter 00 · Portfolio / 2026

ABHISHEKRAI A

Aspiring Machine Learning Engineer. B.E. AI & ML at Mysore University · GPA 9.31/10 · recently shipped a production-ready Customer Churn Intelligence System with LightGBM and Streamlit.

9.31
GPA / 10
V
Semester
3+1
Web apps · C++ suite
—
total visitors
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ML ENGINEER ★ PROBLEM SOLVER ★ ANIME FAN ★ DSA NERD ★ TULU · KANNADA · HINDI · ENGLISHML ENGINEER ★ PROBLEM SOLVER ★ ANIME FAN ★ DSA NERD ★ TULU · KANNADA · HINDI · ENGLISH
01
Chapter

Origin Story

"Building cool stuff — one algorithm at a time."

Abhishek Rai A, a B.E. AI & ML student at Mysore University School of Engineering, entering my fifth semester with a 9.31/10 GPA. Originally from Mangalore, now in Mysuru.

I find patterns in mathematics and elegance in algorithms. I speak Tulu (mother tongue), Kannada, Hindi and English. I recently completed a rigorous 4-week, roughly 120-hour Core AI & ML internship at Bluemind Solutions Pvt. Ltd. (Aug–Sep 2026), where my capstone was a leak-free Customer Churn Intelligence System on IBM Telco data.

I compared Logistic Regression, Random Forest, XGBoost and LightGBM, tuned the decision threshold for business cost, added SHAP-style analysis, and shipped a live Streamlit dashboard. LightGBM reached 0.849 CV ROC-AUC and 82% recall on churners, with an estimated ~$179k in annual recoverable revenue. One Piece bias included.

Mysuru, KarnatakaB.E. AI & MLDRISHTI CPS · IIT Indore
Recently shipped
Churn Intelligence

Bluemind Solutions capstone: leak-free tabular ML, business threshold tuning, and a live Streamlit dashboard on IBM Telco data.

Learning
AI & Data Science

Ongoing certification via DRISHTI CPS (IIT Indore) — ML fundamentals, workflows, applied AI.

Building foundations
PyTorch · FastAPI

Learning the next layer of ML engineering deliberately — strengthening model serving and deep-learning fundamentals without overclaiming production experience.

02
Chapter

Power Levels

Core weapons in the arsenal — AI/ML + math foundations. I vibe-code web (HTML/CSS/JS/React) with AI as copilot. Focus stays on the algorithms.

S
TIER
Proficient
PythonNumPyPandasScikit-learn (Pipelines, ColumnTransformer, CV)GitLinear AlgebraCalculus
A
TIER
Intermediate
XGBoostLightGBMMatplotlib / SeabornStreamlitSQLDSAProbability & Statistics
B
TIER
Learning / Basics
PyTorchFastAPIDiscrete Mathematics
03
Chapter

Live Code Activity

Not hardcoded — pulled live from the GitHub API every 10 minutes. What you see is what I actually shipped.

fetching live github data…
04
Chapter

The Arsenal

Click any card for screenshots and the live site — or read the full case study for the problem, constraints, trade-offs and what actually shipped.

05
Chapter

Ask Abhishek

Recruiter in a hurry? Skip the scroll — ask the AI trained on my resume and projects. Answers stay grounded in my actual background.

abhi's.ai · online
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Hi — I'm the assistant trained on Abhishek's resume and projects. Ask me anything about his background, projects, or availability.

06
Chapter

Side Quest

A separate world I built

Abhi's Anime Shelf

The Grand Line was too big for one portfolio section—so I built it its own world: a scroll-driven 3D shelf of 60 titles, with mood-based AI picks, random discoveries, and live visitor recommendations.

Explore the shelf
07
Chapter

Let's Build Something

$ whoami
abhishek@rai:~$ aspiring_ml_engineer
$
[ contact locked — click cat contact.sh to decrypt ]
$ ./transmit.sh
▍

An algorithm to crack, a theorem to prove, or the latest anime arc — drop a line.