bash — binod@bk: ~
resume.pdf
binod@bk: ~/portfolio
open to data & AI roles — Toronto, ON
whoami

Binod B K

> 
cat about.txt

I explore data the way I explore a new system — with curiosity, patience, and the right tools. Rooted in analytics, reaching for AI, built with code. Currently studying Applied A.I. at George Brown College, Toronto.

./projects ./contact
4+# years in data & dev
10+# projects shipped
4# certifications
Binod busy on coding.
3D cartoon render of Binod B K coding at his desk
roles: ["Cloud", "Data", "AI", "Dev"]
stack: ["python", "sql", "ml"]
status: "available"
$ ls ./projects

Things I've built

Machine learning, analytics, and AI — all open source on GitHub.

Vegetable and Fruit Detection System

vegetable_fruit_detection

Computer-vision system that detects and classifies vegetables and fruits in images using deep learning.

TensorFlowCNNOpenCV
git clone
NYC Yellow Taxi Analysis

nyc_taxi_analysis

Analysis of millions of NYC taxi trips with Tableau & Power BI, surfacing travel patterns and route optimizations.

TableauPowerBIPython
git clone
News Article Summarization

news_summarizer

NLP tool that summarizes news articles and runs sentiment analysis to flag whether coverage is positive or negative.

NLPTransformersSentiment
git clone
Movie Recommendation System

movie_recommender

Recommendation engine that suggests movies based on the ones you love, using similarity-based ML techniques.

ScikitLearnPandasRecSys
git clone
$ git log --career

Where I've worked

Four years across data analytics, full-stack development, and data operations.

commit a1f9c3 · Mar 2023 – Apr 2024

Junior Data Analyst

@ Nepalairlink
  • Analyzed customer usage data with Python and SQL to guide business decisions
  • Built Tableau dashboards used by management for daily insights
  • Automated recurring reports and applied predictive analytics
  • Monitored real-time network data to keep performance optimal
commit 7b2e08 · Apr 2021 – Mar 2023

Full-Stack Developer

@ Doppler Trade
  • Created billing systems and CRM platforms with wallet integration
  • Built web applications with PHP and JavaScript
  • Developed APIs that communicate with Mikrotik routers
commit 3c5d10 · May 2020 – Mar 2021

Data Entry Specialist

@ Vine Software Innovation Company Pvt. Ltd
  • Ensured accuracy in data entry and validation processes
  • Digitized physical records for efficient database management
$ cat certifications.log

Certified & verified

Click any badge to verify the credential.

Data Science Specialization

IBM · 2025

verify --credential

GitHub Foundations

GitHub · 2025

verify --credential

Enterprise Design Thinking Practitioner

IBM · 2024

verify --credential

Computer Security & Systems Management

University of Colorado · 2025

verify --credential
$ cat skills.json

My stack

Every tool I reach for, grouped by what it does.

skills.json
{
"languages": ["Python", "SQL", "R", "PHP", "Java", "JavaScript"],
"data": ["Pandas", "NumPy", "Excel", "Stats"],
"viz": ["Power BI", "Tableau", "Matplotlib", "Seaborn"],
"ml": ["Scikit-learn", "TensorFlow", "LLMs"],
"db": ["MySQL", "PostgreSQL", "MongoDB"],
"cloud": ["Azure", "AWS", "Hadoop", "PySpark", "Hive"],
"tools": ["Git", "Jira", "Linux", "HTML/CSS"]
}

Programming

PythonSQLRPHPJavaJavaScript

Data Analysis

PandasNumPyExcelModeling

Visualization

Power BITableauMatplotlibSeaborn

Machine Learning

Scikit-learnTensorFlowLLMs

Databases

MySQLPostgreSQLMongoDB

Cloud & Big Data

AzureAWSHadoopPySparkHive
$ cat education.md

Always learning

Knowledge compounds — these are my roots.

Applied A.I. Solutions Development

George Brown College — Toronto, ON

2024 – Present

  • Machine learning algorithms, big data technologies, and data management
  • Data visualization with Python and Tableau for insightful analytics
  • Mathematics for ML: linear algebra, probability, and optimization
  • AI ethics and design thinking for responsible, innovative applications

Bachelor in Computer Application

Tribhuvan University — Kathmandu, Nepal · CGPA 3.48

2018 – 2022

  • Proficiency across C, Java, PHP, JavaScript, and Python
  • Data structures and algorithms with a focus on computational efficiency
  • Cloud computing and Internet of Things (IoT) applications
  • Network security, database management, and systems programming
$ cat now-studying.md

Currently studying

What's on my desk right now — leveling up toward the cloud.

AWS Certified Solutions Architect – Associate in progress

SAA-C03 · self-paced

2025 – Present

  • IAM, EC2, EBS/EFS, ELB & Auto Scaling, RDS/Aurora, Route 53
  • Hands-on labs plus spaced-repetition flashcards & practice quizzes I built while learning
# sections 1–10 of ~30 ≈ 33%
Study with me →
$ ls ./extras

Beyond the basics

Hands-on cloud experiments and giving back to the community.

Cloud & Big Data Workstation

# personal lab on Microsoft Azure

  • Deployed an Ubuntu Server VM on Azure as a remote big-data workstation
  • Installed and operated Hadoop, Hive, Pig, and MongoDB for large-scale processing
  • Managed everything over SSH from WSL; moved datasets with WinSCP
  • Ran MapReduce jobs and Hive queries entirely in the cloud

Hackathon Mentor

# Asian School of Mgmt & Tech — Kathmandu · Jul 2024

  • Guided participants in refining project ideas and development strategies
  • Mentored on technical problem-solving and project execution
  • Facilitated brainstorming sessions to align teams with hackathon goals
  • Helped teams clear technical blockers and ship their projects
binod@bk: ~/contact
./say_hello

Let's build something together

I'm open to data analyst, data engineering, and AI roles — and always happy to chat about interesting projects. Drop a line and I'll reply fast.

email linkedin resume.pdf