Suraj Kharel

Data Engineer

ML Engineer

Developer

Transforming data into actionable insights through AI, development, and innovation. Building scalable solutions that drive business growth.

About Me

Motivated IT Professional

I'm a motivated final-year IT student at Metropolia University of Applied Sciences, actively seeking opportunities in software development, data science, machine learning, AI, and cloud computing.

As a fast learner and team player, I bring strong communication skills in both English and Finnish, along with a punctual and dedicated approach to every project.

My passion lies in creating innovative solutions that solve real-world problems, from building scalable data pipelines to developing intelligent applications that make a difference.

Years Experience

15+

Projects Completed

Skills & Expertise

A comprehensive toolkit for building modern, scalable applications and intelligent data solutions.

Machine Learning & AI

PyTorch

85%

Deep learning model development

Nokia Project

Time Series

Computer Vision

80%

Image processing & analysis

YOLO Detection

OpenCV

75%

Real-time image processing

Video Analysis

Detection

NLP

70%

Text processing & sentiment analysis

Chatbot

Analysis

Scikit-learn

85%

Classical ML algorithms

Prediction

Classification

TensorFlow

75%

Neural network training

CNN Models

RNN

YOLO

70%

Object detection systems

Real-time Detection

Data Analysis

Pandas

90%

Data manipulation & analysis

ETL Pipelines

Analytics

NumPy

85%

Numerical computing

Data Processing

Math Ops

Matplotlib

80%

Data visualization

Dashboards

Reports

Seaborn

75%

Statistical plotting

EDA

Heatmaps

PowerBI

70%

Business intelligence

BI Dashboard

Reports

Statistical Analysis

80%

Hypothesis testing & modeling

A/B Testing

Forecasting

Development

Python

90%

Primary programming language

Backend APIs

ML Scripts

Flask

85%

Web API development

REST APIs

Microservices

Django

80%

Full-stack web development

Web Apps

Admin Panels

JavaScript

75%

Frontend & Node.js development

React Apps

Node APIs

React

70%

Modern frontend development

SPAs

Dashboards

REST APIs

85%

API design & integration

Backend Services

Integrations

Databases & Tools

MySQL

85%

Relational database management

Web Apps

Analytics

PostgreSQL

80%

Advanced SQL & analytics

Data Warehousing

Complex Queries

AWS

75%

Cloud infrastructure & services

Lambda Functions

S3 Storage

Git

85%

Version control & collaboration

All Projects

Team Workflow

SCRUM

80%

Agile project management

Team Projects

Nokia Sprint

Education

BSc in Information Technology

Metropolia University of Applied Sciences

Current

2024–2025

BSc in Computer Applications

HAMK University of Applied Sciences

Completed

2021–2023

BSc in Hospitality Management

Laurea University of Applied Sciences

Completed

2012–2015

Professional Experience

A track record of delivering impactful solutions across technology, data, and leadership roles.

5 months

Helsinki, Finland

Full-time Contract

Large Enterprise

Software Developer

Nokia Espoo Innovation Garage

Software Development

Feb–Jun 2025

Leading full-stack development on Nokia's innovation platform, delivering AI-powered features and scalable architecture solutions.

✓
Key Achievements

Implemented AI summarization reducing content processing time by 75%

Built data scraping pipeline handling 10K+ daily records

Developed React Native components used by 500+ internal users

Reduced API response time by 40% through optimization

•
Core Responsibilities

Frontend & backend development with React Native and Node.js

AI integration for content summarization and analysis

Data pipeline development and ETL processes

Cross-functional collaboration in agile environment

#
Technologies & Tools

Frontend

📱React Native

Backend

🟢Node.js

🐍Flask

Programming

🐍Python

AI/ML

🤖AI Integration

Data

🔍Data Scraping

Tools

📦Git

Project Management

📋Trello

4 months

Helsinki, Finland

Project Contract

Medium Enterprise

Summer Project Developer

Cinia Oy

Data Engineering

Sep–Dec 2023

Architected predictive analytics system for telecommunications, integrating multiple data sources for business intelligence.

✓
Key Achievements

Built call volume prediction model with 85% accuracy

Integrated 5+ external APIs for weather and event data

Created interactive dashboards reducing analysis time by 60%

Delivered insights that optimized resource allocation by 25%

•
Core Responsibilities

Time series forecasting with ARIMA/SARIMA-X models

API integration and data pipeline development

Interactive dashboard creation and data visualization

Statistical analysis and business intelligence reporting

#
Technologies & Tools

Programming

🐍Python

ML/Statistics

📈ARIMA/SARIMA-X

Integration

🔗API Integration

Analytics

📊Data Visualization

⏱️Time Series Analysis

Data Processing

🐼Pandas

Visualization

📈Matplotlib

4 months

Helsinki, Finland

Freelance Contract

Small Business

Mobile App Developer

COOL Finland Oy

App Development

Aug–Nov 2022

Developed enterprise mobile applications focusing on user experience and business process automation.

✓
Key Achievements

Delivered 3 mobile apps serving 200+ business users

Improved workflow efficiency by 50% through automation

Reduced manual data entry by 80% with smart forms

Achieved 95% user satisfaction in feedback surveys

•
Core Responsibilities

Mobile application development using Microsoft Power Apps

User experience design and interface optimization

Business process analysis and automation solutions

Client consultation and requirements gathering

#
Technologies & Tools

Low-Code Platform

⚡Microsoft Power Apps

Automation

🔄Power Automate

Data Storage

📚SharePoint

Design

🎨UX Design

Analysis

📋Business Analysis

5 years

Helsinki, Finland

Full-time

Medium Business

Restaurant Kitchen Manager

Ravintola Factory, Kamppi

Management

2015–2020

Led high-volume kitchen operations in Helsinki's busiest district, managing teams and optimizing processes.

✓
Key Achievements

Managed kitchen serving 500+ customers daily

Reduced food waste by 30% through inventory optimization

Improved team productivity by 25% with process improvements

Maintained 95% food safety compliance rating

Led team of 12 kitchen staff across multiple shifts

•
Core Responsibilities

Daily kitchen operations and workflow management

Team leadership and staff development

Quality control and food safety compliance

Inventory management and cost optimization

Cross-functional coordination with front-of-house teams

#
Technologies & Tools

Management

👥Team Leadership

Operations

⚙️Operations Management

Quality

✅Quality Control

Efficiency

🔄Process Optimization

Systems

📦Inventory Systems

Compliance

🛡️Food Safety

Years Total Experience

10+

Technologies Mastered

Companies & Projects

Featured Projects

A showcase of my technical expertise and problem-solving abilities across various domains.

Testing

Web Testing Automation

Automated e-commerce platform testing using Robot Framework and Selenium

Robot Framework

Selenium

Python

Jenkins

Docker

Code

Web Development

Election Machine

Server programming project for elections with Java and JSP

Java

JSP

MySQL

Apache Tomcat

Bootstrap

Code Demo

Full Stack

Coliving Website

Booking system with authentication and user management

PHP

JavaScript

MySQL

Bootstrap

PayPal API

Code Demo

Certifications

AWS Academy Cloud Foundations

Amazon Web Services

September 2023

View

Latest Insights

Sharing knowledge, tutorials, and insights on data engineering, machine learning, and software development.

2024-01-15

•8 min read

Building Scalable Data Pipelines with Python

Learn how to create robust data pipelines using Python, pandas, and modern ETL practices.

Python

Data Engineering

ETL

2024-01-10

•12 min read

Getting Started with Machine Learning

A comprehensive guide to machine learning fundamentals and practical implementation.

Machine Learning

Python

2024-01-05

•10 min read

AWS Cloud Architecture Best Practices

Essential patterns and practices for building reliable cloud applications on AWS.

AWS

Cloud

Architecture

View All Posts

Let's Connect

Ready to collaborate? Let's discuss your next project or explore opportunities together.

Send a Message

I'd love to hear from you. Send me a message and I'll respond as soon as possible.

Get in Touch

Multiple ways to reach me for quick responses.

kh_srj@yahoo.com

Phone

+358 45 178 2800

Location

Finland

Professional Links

Connect with me on professional platforms.

Professional networking

GitHub

Code repositories

Certifications

Professional credentials

Suraj Kharel

About Me

Motivated IT Professional

Skills & Expertise

Machine Learning & AI

PyTorch

Computer Vision

OpenCV

NLP

Scikit-learn

TensorFlow

YOLO

Data Analysis

Pandas

NumPy

Matplotlib

Seaborn

PowerBI

Statistical Analysis

Development

Python

Flask

Django

JavaScript

React

REST APIs

Databases & Tools

MySQL

PostgreSQL

AWS

Git

SCRUM

Education

BSc in Information Technology

BSc in Computer Applications

BSc in Hospitality Management

Professional Experience

Software Developer

✓Key Achievements

•Core Responsibilities

#Technologies & Tools

Summer Project Developer

✓Key Achievements

•Core Responsibilities

#Technologies & Tools

Mobile App Developer

✓Key Achievements

•Core Responsibilities

#Technologies & Tools

Restaurant Kitchen Manager

✓Key Achievements

•Core Responsibilities

#Technologies & Tools

Featured Projects

Web Testing Automation

Election Machine

Coliving Website

Certifications

AWS Academy Cloud Foundations

Latest Insights

Building Scalable Data Pipelines with Python

Getting Started with Machine Learning

AWS Cloud Architecture Best Practices

Let's Connect

Send a Message

Get in Touch

Professional Links

✓
Key Achievements

•
Core Responsibilities

#
Technologies & Tools

✓
Key Achievements

•
Core Responsibilities

#
Technologies & Tools

✓
Key Achievements

•
Core Responsibilities

#
Technologies & Tools

✓
Key Achievements

•
Core Responsibilities

#
Technologies & Tools