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KATHMANDU, BAGMATI, NEPAL — OPEN TO INTERNSHIPS

Data, Applied
Differently.

I'm Sandip Subedi, an aspiring data analyst who turns raw, messy tables into clear findings — with Python, Pandas, and a habit of questioning the first answer a dataset gives me.

0
Self-built
data projects
0
DATA records
analyzed
0
Years Design
Learning
Sandip Subedi
4 Projectsshipped solo
SANDIPsandipsubedi0
Python PandasNumPy MatplotlibSeaborn scikit-learnEDA Data CleaningDashboarding Survey DesignJupyter Google Colab Python PandasNumPy MatplotlibSeaborn scikit-learnEDA Data CleaningDashboarding Survey DesignJupyter Google Colab
About me
CURRENTLY

Data Analysis,
AI/ML Trainee

Budhanilkantha,Bhangal-02 · Nepal
Jun 2026 — Present

PythonDataAnalysisMachineLearningGraphicDesign

Aspiring data analyst with a self-built portfolio of Python projects spanning exploratory data analysis, data cleaning, and visualization. Combines analytical skills with real experience in event leadership, project management, and graphic design.

Completed +2 Science with a Computer Science focus, and is now seeking a Data Analyst internship to apply and grow these skills in a real team setting — while independently building a personal AI assistant, NepJARVIS, on the side.

My journey, so far.

Not a straight line — a school in Kathmandu, a club nobody had run in five years, and a growing stack of Jupyter notebooks.

'17
@education

Where it started

Began Secondary Education (SEE) at Shree Jana Uddhar Secondary School — seven years that built the foundation for everything after.

'22
@leadership

Taking the lead

Started planning a school-wide science and technology carnival — the first in five years — with a 3-student core team. It would go on to draw 19–21 participating schools. Coordinated logistics, project development, and event execution, and partnered with Karkhana on technical components.

'24
@present

President, and a new chapter

Re-established the STEAM Club after the carnival and was appointed President. Started +2 Science (Computer Science focus) at Valley Public High School, and began freelancing in graphic design and WordPress development alongside coursework.

'25
@data

Learning to read data properly

Built out a run of independent analytics notebooks — Titanic survival patterns, HR attrition by department, and 14 years of BMW global sales data (~50,000 records) — each one taken from raw file to finished dashboard.

'26
@now

Still obsessed, still building

Currently designing an original survey on student career readiness in Nepal — scope to predictive model — and building a personal AI assistant, NepJARVIS. Looking for a Data Analyst internship to do this inside a real team.

Selected projects.

Four notebooks, four different problems — raw data taken all the way to a finished, readable story.

IN PROGRESS survey · Kathmandu 42% SCOPING
01 / @data

Student Career Readiness in Nepal

An original survey — not a Kaggle dataset — collecting anonymous responses from students across Kathmandu, studying whether Nepali students are building the skills and professional presence today's job market demands. Full pipeline planned: scope, exploration, cleaning, visualization, findings, and a predictive Career Readiness Score model, with RAG-based exploration also planned.

PythonPandasNumPySurvey Design
COMPLETE 2010 – 2024 · ~50,000 records 2010 2024
02 / @data

BMW Global Sales Analysis

Analyzed 14 years of BMW sales data (~50,000 records) across models, regions, pricing, and fuel types — producing a correlation heatmap, 12 distribution charts, and a final dashboard.

PythonPandasMatplotlibSeaborn
COMPLETE 1,470 employee records Attrition % by department size SalesR&DHR MktgTechOps
03 / @data

HR Employee Attrition Analysis

Cleaned and analyzed 1,470 employee records, recalculating attrition by department size rather than raw counts — correcting a misleading initial finding.

PythonPandasMatplotlibSeaborn
COMPLETE 5 phases · 7 visualizations Survival: 1st/Female vs 3rd/Male 97% 14%
04 / @data

Titanic Survival Analysis

Built a 5-phase notebook with 7 visualizations showing gender and ticket class as the strongest predictors of survival — 97% vs. 14% across groups.

PythonPandasMatplotlibSeaborn

What I bring.

Capabilities built through independent projects and real leadership, not just coursework.

Data cleaning work sample
EDA notebook sample
Data cleaning work sample
01

Data Cleaning & EDA

Imputation, correlation and distribution analysis — finding what a dataset actually says before charting it.

Dashboard sample
Chart visualization sample
Dashboard sample
02

Visualization & Dashboards

Matplotlib and Seaborn, from single charts to full dashboards people can actually read at a glance.

Modeling notebook sample
Career readiness score model sample
Modeling work sample
03

Modeling, early stage

scikit-learn and sentence-transformers, currently applied to a predictive Career Readiness Score.

Survey design sample
Research question design sample
Survey design sample
04

Survey & Research Design

Built an original student survey from scratch — question design, anonymity, and scope, not a downloaded dataset.

Team leadership sample
Carnival event sample
Leadership sample
05

Project & Event Leadership

Led a 3-student team through a school carnival that drew 19–21 schools — logistics, mentorship, and delivery.

Design work sample
Brand and layout sample
Design work sample
06

Communication & Design

2.5+ years freelancing in Canva and Photoshop — making findings and brands look like they belong in front of people.

Outside the notebook.

Freelance work that runs alongside the data projects.

SINCE 2023

Freelance Graphic Designer

2.5+ years

Promotional posters, brand assets, and social media creatives for local businesses, using Canva and Adobe Photoshop.

ONGOING

Freelance WordPress Developer

Client sites built & maintained

Building and maintaining WordPress websites for clients, end to end.

Graphic design.

Posters, brand assets, and social creatives made for real clients — 2.5+ years in Canva and Photoshop.

Poster design 01
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Poster design 05
Poster design 06
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Poster design 05
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Poster design 01
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From the blog.

Writing up each project as it's built — Python fundamentals, ML notebooks, and RAG pipelines — over on Hashnode.

Teaching a Webcam to See — YOLOv8 object detection
Jul 16, 20265 min read

Teaching a Webcam to See: Building a Real-Time Object Detection Pipeline with YOLOv8

Semantic FAQ Bot project cover
Jul 3, 20265 min read

I Built a Semantic FAQ Bot That Understands Meaning Instead of Keywords — Project #4

BMW 14-year sales data analysis cover
Jun 10, 20266 min read

I Analyzed 14 Years of BMW Sales Data — Here's What I Found

Titanic survival analysis cover
Jun 8, 20269 min read

Titanic Survival Analysis — What the Data Reveals About Who Lived and Who Died

HR data analysis project cover
Jun 3, 20262 min read

From Raw Data to Real Insights — My First HR Data Analysis Project

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Jan 18, 20263 min read

How Python Code Really Runs: Understanding Bytecode and The Python Virtual Machine

Read all posts on Hashnode →
Let's talk

Ready to turn your
data into a decision.

Open to Data Analyst internships and collaborations in Kathmandu and remote — reach out any time.