Igor's portfolio

Igor Pidik

Software engineer

ML engineer

Data scientist

What do I do?

Software engineering

Passionate about software engineering and architecture. I enjoy building complex systems while keeping every piece of the puzzle as simple as possible. Keen on clean and testable designs.

ML engineering

My areas of interest are computer vision & NLP (attention, transformers, generative models, etc.).

Data science

Data science is fun!

Web3

I am especially interested in Web3 Apps and smart contracts.

Coding

Backend

90%
Machine learning

85%
Frontend

80%
iOS

85%
Web3

70%
Android

80%

Technologies

Python, Golang, TS/JS, Swift, Kotlin, Solidity, Java, C/C++, PHP, HTML, CSS
Django, Flask, React, Vue, Laravel, Qt
REST, gRPC, GraphQL
Docker, Kubernetes, CI/CD
iOS, Android
PyTorch, TensorFlow, Keras
NLP, HuggingFace - Transformers, Computer vision
Smart contracts, Brownie, Hardhat

Experience

2023 - Now

Junior Software Engineer II

Booking.com

2023 - Now

Backend Engineer

AG5

2022-2023

NLP Internship

Findest

Worked on a project centered around mapping of natural language to searchable query
Worked on another project centered around document retrieval
Applied techniques from information extraction, summarization, information retrieval and related tasks to real world problems
Deepened my understanding and amassed valuable experience with CRF, self-attention, transformers and generative models

2017 - 2022

Software engineer (part-time)

Verifai

Backend

Built and maintained APIs for both SDKs and customer-facing apps
Built customer facing features
Worked on crucial parts of our services such as onboarding, billing, role/permissions management and others
Testing
General maintenance & bug fixing

Web

Worked on front-end features in the customer dashboard
Partaken in the development of our web SDK (written in React)

iOS

Worked on customer-facing iOS app
Handled authentication system, navigation system and API consuming
Proposed and performed large scale refactoring into MVVM architecture, which among other benefits, eliminated bloated view controllers and made them easier to test

Android

Partaken in an almost complete “do-over” of our android SDK
Worked on handling large number of screens and flows, where a solid navigation system became necessary