binod@bk: ~/portfolio

open to data, cloud & 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. Recent George Brown College graduate (Applied A.I. and Cloud Computing, Dean's List) — now shipping on-device AI and looking for my next data & cloud role in Toronto.

./projects ./contact

4+# years in data & dev

10+# projects shipped

5# certifications

Busy on Coding.

roles: ["Cloud", "Data", "AI", "Dev"]

stack: ["python", "sql", "ml", "cloud"]

status: "available"

$ ls ./projects

Things I've built

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

airplane mode · LLM still answering

offline_ai

Android app that runs large language models (0.5B–8B) entirely on-device — chat, chat-with-your-PDF through a RAG pipeline I built from scratch, and hands-free voice mode. No cloud, no API keys; works in airplane mode. Publicly released v1.0.

ReactNativellama.rnRAGWhisper

view on github download apk

papyrik

Offline desktop PDF toolkit — merge, split, convert, compress, watermark, encrypt, annotate and fill forms, 100% local. Built in Python with PyQt6 & PyMuPDF; ships as a standalone Windows app.

PyQt6PyMuPDFDesktop

view project

vegetable_fruit_detection

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

TensorFlowCNNOpenCV

view project

nyc_taxi_analysis

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

TableauPowerBIPython

view project

news_summarizer

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

NLPTransformersSentiment

view project

movie_recommender

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

ScikitLearnPandasRecSys

view project

$ git log --career

Where I've worked

Four years across data analytics, full-stack development, AI/ML engineering, and data operations.

commit 9e4b27 · May 2025 – Aug 2025

Artificial Intelligence & Machine Learning Intern

@ Kinectrics · Toronto, ON

Part of a five-person team building an internal agentic AI chatbot platform; owned the Kubernetes function-execution layer
Built node-level package caching with Docker & Kubernetes so environments were reused instead of rebuilt on every node
Automated environment-variable injection across nodes, removing a manual, error-prone configuration step
Added pylint error detection and schema auto-generation so functions were validated before they shipped

commit a1f9c3 · Mar 2023 – Apr 2024

Data Analyst

@ Nepalairlink

Analyzed a 100,000+ subscriber dataset with SQL and Python, reconciling billing, usage and support data from three systems
Built churn-prediction and customer-segmentation models with scikit-learn to guide retention decisions
Shipped four Tableau & Power BI dashboards used daily by non-technical sales and operations teams
Replaced manual spreadsheet reporting with automated Python pipelines
Monitored real-time network data to keep performance optimal

commit 7b2e08 · Apr 2021 – Mar 2023

Full-Stack Developer

@ Doppler Trade

Built billing, wallet and CRM platforms serving 100,000+ end users
Built web applications with PHP and JavaScript; designed MySQL schemas and optimized queries
Developed APIs that communicate with Mikrotik routers for real-time network provisioning

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

Python Programming

Asian School of Management & Technology · 2020

$ cat skills.json

My stack

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

skills.json

{

"languages": ["Python", "SQL", "R", "JavaScript", "TypeScript", "PHP", "Java"],

"data": ["Pandas", "NumPy", "Excel", "Stats", "ETL"],

"viz": ["Power BI", "Tableau", "Matplotlib", "Seaborn"],

"ml_ai": ["Scikit-learn", "TensorFlow", "Keras", "PyTorch", "LLMs", "RAG", "LangChain", "LangGraph"],

"db": ["Snowflake", "PostgreSQL", "MySQL", "SQL Server", "MongoDB", "SQLite"],

"web": ["React", "React Native", "Node.js", "FastAPI", "Django", "REST APIs"],

"cloud": ["Azure", "AWS", "Docker", "Kubernetes", "IaaS/PaaS/SaaS", "Virtualization", "Hadoop", "Hive"],

"security": ["TCP/IP", "DNS", "Firewalls", "IAM", "Cloud Security"],

"ai_tools": ["Claude Code", "GitHub Copilot", "Microsoft Copilot"],

"tools": ["Git", "GitHub Actions", "CI/CD", "Jira", "Linux", "SSH", "HTML/CSS"]

}

Programming

PythonSQLRJavaScriptTypeScriptPHPJava

Data Analysis

PandasNumPyExcelModelingETL

Visualization

Power BITableauMatplotlibSeaborn

Machine Learning & AI

Scikit-learnTensorFlowKerasPyTorchLLMsRAGLangChainLangGraph

Databases

SnowflakePostgreSQLMySQLSQL ServerMongoDBSQLite

Web & Mobile

ReactReact NativeNode.jsFastAPIDjangoREST APIsHTML/CSS

Cloud & Infrastructure

AzureAWSDockerKubernetesIaaS/PaaS/SaaSVirtualizationLinuxHadoopHive

DevOps & Tooling

GitGitHub ActionsCI/CDJiraSSH

AI-First Workflow

Claude CodeGitHub CopilotMicrosoft Copilot

Networking & Security

TCP/IPDNSSubnettingFirewallsIAMCloud Security

$ cat education.md

Always learning

Knowledge compounds — these are my roots.

Cloud Computing Technologies

George Brown College — Toronto, ON · CGPA 3.71 · Dean's List

Sept 2025 – Aug 2026

Hands-on with cloud platforms and infrastructure — services and deployment
Azure & AWS architecture, Advanced Linux, and CI/CD pipelines
Cloud networking, virtualization, and security fundamentals

Applied A.I. Solutions Development

George Brown College — Toronto, ON · CGPA 3.74 · Dean's List

Sept 2024 – Aug 2025

Machine learning algorithms, big data technologies, and data management
Applied generative & agentic AI — LLM applications, RAG, and prompt engineering
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, cloud, and AI roles in Toronto — eligible to work full-time in Canada, and always happy to chat about interesting projects. Drop a line and I'll reply fast.

email linkedin github resume.pdf