In this episode, I talk to Jigyasa Grover, a machine learning engineer at Twitter. Jigyasa is my first data engineer, and so it's great to learn from her about what her day to day work entails. But in addition, she is also very ambitious and tells me about her successful career path through internships and research projects.

We talk about:
- what a machine learning engineer does, 
- how to get started as a machine learning engineer,
- open source and Google's summer of code projects,
- and her role at Facebook combing data and software engineering.

Becoming a machine learning engineer at Twitter

In this show, I open you the doors to companies and thought leaders around the world. With my guests, I discuss software engineering best practices and pitfalls, and how they strive to build software people love.

Technology

Tech News

Podcasting

Gadgets

Software How-To

Education

Training

Language Courses

Higher Education

K-12

Educational Technology

Business

Investing

Careers

Management & Marketing

Business News

Shopping

Self-Improvement

In this episode, Abi Noda explains how to measure developer experience and why a good developer experience matters.
We also talk about:
What factors influence developer experience
What developer experience has to do with productivity, performance and even job retention
The SPACE framework, and how to use it to measure productivity

Measuring and improving developer experience

Luca Galante runs a vibrant and fast-growing community around platform engineering and today he shares with us why every organization should invest in a platform engineering team.

We also talk about:
- what is platform engineering
- the difference between platform engineering and DevOps
- what developer productivity has to do with platform engineering
- why self-service for developers is so important

From DevOps to Platform Engineering

Nadia Zhuk shares how to build a career as a self-taught programmer successfully. She learned to program all by herself and changed her career from being an English teacher to a full-stack developer.

We also talk about:
- teaching yourself programming
- starting your developer career as a self-taught developer
- getting your foot into tech
- changing your career by teaching yourself how to program
- moving countries and taking chances for a better life
- how feature flags are used at Intercom
- how mentoring, pair programming, code reviews, and also the concept of a buddy can help you ramp up your coding career.

From English teacher to dev in 9 month: A self-taught developer journey

Alexander Serebrenik gives us an overview of his exciting research on emotions and social aspects of software engineering.

We also talk about:

social aspects of software engineering,
what software productivity has to do with your emotions and how you feel,
problems such as confusion or frustration in code reviews,
how to give respectful, yet candid code review feedback, and
how ageism, sexism, and more lead to negative consequences such as drug abuse in software engineering.

Do code reviews frustrate developers?

Especially in recent years, several attacks on the software supply chain, like the SolarWinds attack or the ongoing Log4j vulnerability, made it clear that our complex software ecosystems are hard to understand and even harder to keep secure. The software bill of material aims at solving this problem. In this episode, Barak Brudo explains what a software bill of material is and why they are important for security and to reduce vulnerabilities. I also question if we are ever going to be able to reach a state where SBOMs are part of every software or library.

We also talk about:
- security and software regulations like the software bill of materials
- software license poisoning
- what to do when you face a security breach
- human engineering attacks like 2FA fatigue

Becoming a machine learning engineer at Twitter

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