Hi, I'm Mohan Giri
AI/ML Engineer specializing in Machine Learning, Agentic AI systems, and intelligent automation. Starting Masters in Computer Science (AI, ML & Algorithms) at University of Helsinki. Based in Finland, I combine practical experience with advanced academic knowledge to build intelligent systems and scalable solutions.
Latest Highlights
Discover my most recent project and blog post showcasing the latest in technology and innovation.
What I Bring
Specialized in building intelligent systems — from ML models to autonomous AI agents
AI & Machine Learning
Building intelligent systems with deep learning, computer vision, and NLP
Agentic AI & LLMs
Designing autonomous AI agents and multi-agent systems with modern LLM frameworks
Data Science & Analytics
Transforming raw data into actionable insights and predictive models
Full Stack Development
Building end-to-end applications from ML models to production deployment
End-to-End ML
From data preprocessing to production deployment
Agentic Systems
Building autonomous AI agents that reason and act
Cutting-Edge
Always learning the latest in AI/ML research
Technologies I Work With
Featured Projects
A collection of innovative projects spanning machine learning, computer vision, NLP, and web development. Each project demonstrates practical applications of cutting-edge technologies.
ML Competition Project - University of Helsinki
NPF Classification
Developed machine learning models to classify New Particle Formation events from atmospheric data in a Kaggle competition. Achieved 5th place among 149 teams with 93.1% accuracy through advanced feature engineering and ensemble methods, reducing 102 features to 12 most significant predictors.
Full-Stack E-commerce & Admin Platform
SpiceRoute - Online Indian Restaurant Platform
A comprehensive full-stack online restaurant platform for authentic Indian cuisine, featuring customer ordering, real-time order management, secure payments via Stripe, and complete admin dashboard. Built with React, TypeScript, Supabase, and modern UI components for optimal user experience.
Professional Business Website
SamBit - Business Portfolio Website
A sophisticated business portfolio website for SamBit, a digital solutions company targeting Finnish SMEs. Built with modern React architecture and deployed on Vercel, featuring responsive design, professional UI/UX, and optimized performance for business credibility and lead generation.
Quality Assurance Project
E-commerce Testing Framework
Implemented comprehensive automated testing framework for Verkkokauppa.com e-commerce platform using Robot Framework and Selenium. Developed test cases for critical user flows including product search, cart functionality, and checkout process with 95% test coverage.
Full-Stack Web Application
Gym Management System
Designed and developed comprehensive gym management system with membership management, class scheduling, and payment processing. Built with modern web technologies including responsive design and real-time updates.
NLP System
Real-Time Speech Sentiment Analysis
Developed a real-time speech sentiment analysis system integrating Wav2Vec2 and RoBERTa deep learning models. Implemented audio processing, speech-to-text conversion, and sentiment classification pipeline with visualization capabilities using PyTorch, Transformers, and librosa.
Experiments & Explorations
A space for testing ideas, building prototypes, and exploring emerging technologies. Not production-ready — just pure curiosity-driven tinkering.
Work Experience
My professional journey showcases a blend of technical expertise and practical application in machine learning, data science, and leadership roles.
Machine Learning Engineer Intern
HAMK Smart
Led the development of a comprehensive system for detecting and classifying blisters in color-coated metal surfaces. Implemented dual-approach solution using traditional machine vision (OpenCV) and deep learning (YOLOv5). Developed Django web application for real-time blister detection and comparison with standard images.
Summer Project Developer
Cinia Oy
Collaborated with Finnish tech company to develop call volume prediction system. Integrated external factors using Finnish weather API and calendar events data. Implemented comprehensive data pipeline with ARIMA and SARIMA-X models. Created interactive visualization dashboard for trend analysis.
Service Manager
SiljaLine
Led team operations for cabin preparation, ensuring high service standards and enhanced guest experiences. Managed service quality and supervised staff operations.
Education & Certifications
My academic foundation and professional certifications that have shaped my expertise in machine learning, data science, and software development.
Education
University of Helsinki
Computer Science (AI, ML & Algorithms)
Advanced studies in Artificial Intelligence, Machine Learning, and Algorithms. Focusing on cutting-edge research in deep learning, computer vision, natural language processing, and algorithmic optimization.
Visit Institution WebsiteHAMK University of Applied Sciences
Computer Applications
Specialized in Machine Learning and Artificial Intelligence applications, with a focus on computer vision and natural language processing technologies. Developed expertise in full stack development using modern tools and frameworks.
Visit Institution WebsiteCertifications
Data Analyst in PowerBI
DataCamp
Advanced Data Analyst Course in PowerBI, covering data modeling, DAX queries, and interactive dashboard creation.
AWS Academy Cloud Foundation
Amazon
Comprehensive overview of AWS Cloud architecture, core services, security, pricing, and support options.
Continuously expanding my knowledge through professional development and online courses.
From The Blog
Insights and reflections on machine learning, computer vision, NLP, and modern web development. Explore my thoughts on industry best practices and emerging technologies.
Get In Touch
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
Location
Helsinki, Finland
Available for remote work worldwide & local meetups.
Send Me a Message
Fill out the form below and I'll get back to you as soon as possible.
Quick Response
I typically respond within 24 hours. For urgent matters, feel free to reach out on LinkedIn.
What I Can Help With
- ML/AI Project Development
- Full Stack Web Applications
- Data Science Consulting
- Technical Collaboration