Junior Software Developer, I work on backend systems: APIs, data pipelines, and ML-supported applications. I care about things that run.

• Backend and API development, and Database are my strongest skill currently, diving deeper in ML area.
• IT Engineering student at Metropolia UAS, Majoring in Software Engineering (Machine Learning)
• Internship experiences in an enterprise cloud services environment (Nordcloud & Cloudnerve)

• Strengthening fundamentals in machine learning and data structures through applied practice
• Improving backend architecture, reliability, and data quality
• Hardening ML inference pipelines for real-world use

Role: Backend Developer Tech: Java, Spring Boot, MariaDB, JPA, JUnit, CI/CD, AI Integration

• Developed authentication, profile management, & core backend functionality and contributed to testing, code coverage analysis
• Designed database models and application workflows to support scalable and maintainable system development
• Enhanced AI-generated cover letter quality through context evaluation, prompt refinement, and language quality assurance

Role: Backend Developer Tech: Node.js, React, Web Scraping, APIs, MongoDB

• Contributed to backend development of a full-stack job aggregation platform for the Finnish job market
• Application Scrapes Jobly and Duunitori via custom pipelines
• Designed database structures and backend components with extensibility in mind, enabling integration of additional job sources
• Implemented job processing and translation functionality to improve accessibility of job listings

Role: Computer Vision / ML Tech: Python, YOLO v11n+, Computer Vision

• Contributed to the development of computer vision system to detect occupational safety violations from industrial video footage
• Prepared and managed annotated datasets for object detection training
• Trained and fine-tuned YOLOv11 models on image and video-frame datasets
• Applied train/validation/test split strategies to evaluate model performance and support model selection

Role: Backend Developer Tech: Java, JavaFX, Maven, MVC

• Contributed to a discrete-event airport simulation system modelling passenger flow and service handling. Implemented simulation within an MVC-based architecture.
• Implemented reproducible simulations using seed-based execution, Contributed to maintaining seed-based replay functionality while working on its events.
• Applied OOP principles to manage complex system interactions

• Internship or part-time roles (Finland or remote)
• Junior Software Developer roles with exposure to backend systems
• Entry-level Computer Vision / ML–adjacent roles (implementation, data preparation, pipelines)

English (Fluent) • Finnish (A2) • Urdu (Native) • Punjabi (Speaking) • Hindi (Speaking)