~/talks

Natalie Pistunovich

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Go Beyond WorkGopherCon 20212021-12-05
Shows building hobby projects in Go: a tinygo-controlled LED/Audio prop and a 3D-print workflow that programmatically generates STL files via the sdfx…
Interview on
AI-Driven Development in GoGopherCon 20212021-12-05
Overview of concrete results: demos show unit test auto-generated for a Go package that compiles, an awk pipeline producing 12 filtered Spotify rows from a…
Talk on
GopherCon 2021 - Day 2GopherCon 20212021-12-05
GopherCon talks give concrete outcomes: demos show GPT‑3/Codex generating Go unit tests, bash one‑liners and full web pages (works but needs careful prompts)…
Talk on
Building a K8s Operator for a Distributed DatabaseConf42 Cloud Native 20212021-04-29
An Aerospike Kubernetes operator that claims 100% uptime for high‑load databases actually implements live patching, cluster replacement of tens of nodes, and…
Talk on
Building a K8s Operator for a Distributed DatabaseDevX Conf 20212021-04-28
Kubernetes operator that keeps Aerospike clusters online through live patches, replacing live clusters of tens of nodes and recovering crashed nodes to meet a…
Talk on
The Secret Life of Gophers - Go Time Podcast Day 2GopherCon 20202020-11-09
Panel covers concrete Go adoption stories: one company uses Go before 1.0, a full‑text search project firesearch.dev gets launched, and everyday tooling…
Interview on
Infrastructure for ML ApplicationsGoWayFest 4.0 (online edition)2020-07-11
Argues that ML model code is only 5–10% of production and the rest is data pipelines, governance, monitoring and serving; recommends concrete tools: TensorFlow…
Talk on
Going Secure with GoGopherCon Singapore 20192019-05-03
Shows concrete fixes: replace time-seeded rng with crypto/rand, stop printing PII by masking logs with Sumo Logic Splunk Fluentd or Elasticsearch, and move…
Talk on
TensorFlow and GodotGo 20192019-03-25
Shows that TensorFlow’s Go API actually runs real models: uses stable 1.13 and 2.0 Alpha, can target CPUs, GPUs and TPUs, and supports training and serving…
Talk on
Using Go in DevOpsDevOps Conference 20182018-12-03
Argues that Go fits modern DevOps because it produces statically linked binaries that cross-compile, gives CSP-style concurrency with a usable garbage…
Talk on
TensorFlow LiteMobile Era 20182018-11-01
TensorFlow Lite brings on-device inference to Android, iOS and Raspberry Pi with a compact TensorFlow Lite runtime, FlatBuffers model files and NNAPI/OpenGL…
Talk on
Using TensorFlow with GoGothamGo 20182018-04-27
Shows that TensorFlow’s Go API can both train and serve real models using only Go tooling and containers. Implements a CAPTCHA solver by loading a provided…
Talk on
Developing for the Next Billion UsersCodemotion Milan 20172017-11-10
Research from Nairobi shows the next billion are largely mobile-only users with ~300 MB/month (~10 MB/day) and heavy reliance on USSD and SIM apps. A…
Talk on
Developing for the Next BillionMobile Era 20172017-10-05
Africa has ~20% internet penetration vs ~50% globally but mobile subscriptions narrow the gap, so build mobile-only experiences that work offline and without…
Talk on
Developing for the next BillionFull Stack Fest 20172017-09-04
Research from Berlin plus two years on the ground in Nairobi shows concrete constraints and solutions: average mobile data is 200–300 MB/month (roughly 10…
Talk on
Developing apps for developing countriesCodemotion Amsterdam 20172017-05-16
Quanta is a Nairobi startup building a shop-in-app for informal merchants and finds deployments blocked by tiny data caps, spotty downloads and cheap phones…
Talk on
Developing Apps for Developing Countries / go mobileGolang UK 20162016-08-18
Argues that using go-mobile and Go’s multicore tuning (GOMAXPROCS) to run parallel compression on-device reduces network usage enough to make Android apps…
Talk on
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