👨🏼🎓
Devis Nishku
M.S. Computer Science & Engineering · Politecnico di Milano
Open to post-grad roles
📍 Milan, Italy
🎓 Expected Mar 2027
About
I'm a CS master's student at PoliMi, focused on NLP and LLMs, Streaming and Continual ML/DL and Edge AI.
Education
Specialisation in AI/ML. Core coursework: Neural Networks and Deep Learning, Natural Language Processing and Streaming Data Science.
Core coursework: Algorithms and Data Structures, Software Engineering, Web Information Technologies and Databases.
Projects
Native integration of Continuous LSTM (cLSTM) and continuous Progressive Neural Networks (cPNN) as classifiers inside the CapyMOA streaming framework. Anytime inference with sliding windows and dynamic column expansion for concept drift.
End-to-end data cleaning, quality assessment and enrichment pipeline on a real-world messy dataset. Fuzzy record linkage, schema validation and quality scoring across 6,000+ records.
Breast cancer tissue classification using fine-tuned EfficientNet, ResNet, and Vision Transformer (ViT). Applied Grad-CAM for model interpretability.
Multivariate time-series classification using LSTM, GRU, and hybrid architectures. Explored attention mechanisms and temporal convolutions for sequence modelling.
Experience
Built applicant tracking system backend with Java Spring Boot, Apache Lucene, and PostgreSQL. Focused on full-text search and CV processing workflows.
Skills
AI / ML
PyTorch
TensorFlow
LLMs
RAG
NLP
scikit-learn
LangChain
HuggingFace
Backend, Data & More
Python
FastAPI
Java
Spring
PostgreSQL
Apache Kafka
ElasticSearch
Vector DBs
Docker
Git