Teemu KanstréninTowards Data ScienceLLM+RAG-Based Question AnsweringHow to do poorly on Kaggle, and learn about RAG+LLM from it23 min read·Dec 25, 2023--1--1
Teemu KanstréninBetter ProgrammingLLM at HomeTrying StarChat 16B large language model on a PC19 min read·Aug 14, 2023----
Teemu KanstréninLevel Up CodingAlgorithm Test Engineering, Part 2: Machine LearningIf we don’t exactly know what we are testing, how can we test?17 min read·Feb 28, 2022----
Teemu KanstréninLevel Up CodingAlgorithm Test Engineering: Exploratory Job AnalysisWhat does it mean to test an algorithm? Let’s play18 min read·Jan 15, 2022----
Teemu KanstréninCoinmonksMapping Ring Signatures and Stealth Addresses in MoneroWith an example from a recent XHV hack (of June 2021)18 min read·Jul 27, 2021----
Teemu KanstrénBuilding an NLP classifier: Example with Firefox Issue ReportsDistilBERT vs LSTM, with data exploration24 min read·May 15, 2021----
Teemu KanstréninCoinmonksZero Knowledge Proofs: Example with Pedersen Commitments in MoneroWhat is: Zero Knowledge? Proof? Pedersen Commitment?23 min read·Apr 5, 2021--3--3
Teemu KanstréninCoinmonksMerkle Trees: Concepts and Use CasesThe data structure within Bitcoin, Amazon Dynamo DB, ZFS, …20 min read·Feb 16, 2021--3--3
Teemu KanstréninTowards Data ScienceExploring the Poisson DistributionApplying the Poisson Distribution to events over time and area, with examples25 min read·Dec 6, 2020----
Teemu KanstréninTowards Data ScienceMetamorphic Testing of Machine-Learning Based SystemsTechniques for Testing Autonomous Cars and other ML-Based Systems22 min read·Oct 23, 2020----
