Engineers Corner

Engineers' Corner

Latest insights from our engineers

Exploring the frontiers of artificial intelligence and innovation

Consulting & Services

Software Architecture

AI Engine

RAG

Cloud

6

min read

Deploying Qdrant with gRPC & Auth on Azure: A FastAPI Singleton Client Guide

Secure and efficient Qdrant deployment on Azure

Engineers Corner

AI Engine

SaaS

6

min read

AI Architecture Pitfalls and How to Avoid Them

Avoid quick hacks—build scalable, secure AI systems from the start.

Engineers Corner

AI Engine

SaaS

3

min read

Why AI isn’t a Ship-and-forget Project

AI projects aren’t one-time deliveries — they need continuous improvement to stay relevant and drive ROI.

Engineers Corner

Cloud

Data

Python

9

min read

Metaflow in Practice

Making data science workflows reproducible, collaborative, and cloud-ready

Engineers Corner

Cloud

Data

Python

10

min read

Distributed Data Science with Metaflow and Dask

Scaling data science workflows seamlessly from local experiments to cloud clusters

Engineers Corner

Infrastructure

Data

Python

8

min read

Scheduling Data Science Workflows in Azure with Argo and Metaflow

How to run, scale, and automate data science pipelines in Azure

Engineers Corner

Data

Infrastructure

Python

10

min read

Real-time Data Processing in Python - Technology Evaluation

Choosing the right Python framework for stateful streaming workloads

Engineers Corner

AI Engine

Python

Software Architecture

9

min read

Tools of the AI Engineer

Essential frameworks and patterns for turning LLMs into reliable applications

Engineers Corner

AI Engine

Data

3

min read

Training Tiny Specialized Language Models

Lessons from MEGABYTE and TinyStories on training capable models with limited resources

Engineers Corner

Cloud

Infrastructure

Python

6

min read

Unlocking Qdrant + Python on Azure: A Guide to Deployment and Authentication

A hands-on guide to cloud deployment, access control, and Python integration

Engineers Corner

AI Engine

Consulting & Services

Python

8

min read

From Earth to Mars: The Impact of Our Open-Source Contributions

Drive innovation through open collaboration

Engineers Corner

AI Engine

SaaS

3

min read

How to Trust an LLM: Evaluations are a Company-wide Challenge

AI success needs continuous improvement, not one-time delivery.

Engineers Corner

AI Engine

SaaS

7

min read

How to Trust an LLM: Evaluations Part One

LLMs can be unreliable—evaluate systematically. Use LLM-as-a-judge and Promptfoo to boost AI reliability.

Engineers Corner

AI Engine

4

min read

Top Things to Know about AI Transcription to Stay Ahead of The Competition

AI transcription turns speech into text for fast, detailed docs, voice insights, and multilingual content creation.

Engineers Corner

Softlandia

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