Seth Black

AI, Python, and Startups

Essays, Articles & Guides

Magnifying glass examining resume with profile photo and circuit board design, illustrating AI-powered resume screening and machine learning in recruitment processes for tech startups

Navigating the AI Resume Revolution: Uncovering Authentic Talent for Startups

In this insightful post, a seasoned startup veteran shares five battle-tested techniques for navigating the AI resume revolution. From identifying unnaturally formal language to implementing practical skills assessments, these strategies help startups uncover authentic talent in an era of AI-generated applications. The author emphasizes the importance of embracing the human element in hiring while adapting to the changing landscape of recruitment in the AI age. read on »

AI-powered orchestra conductor on podium with robotic arms holding trumpets, illustrating machine learning in music, automation in performance, and artificial intelligence in creative industries

The AI Symphony: Why Orchestrating Specialized Systems Trumps AGI

The pursuit of Artificial General Intelligence (AGI) may be misguided. Instead of creating a singular, omniscient AI entity, we should focus on orchestrating a symphony of specialized AI systems. This approach leverages current AI capabilities, allows for faster development and deployment, and mitigates ethical concerns associated with AGI. By embracing an AI orchestra rather than a single all-knowing entity, we can create practical, powerful AI tools that tackle complex real-world challenges while complementing human capabilities. read on »

Colorful tech-themed illustration featuring a central pillar of numbers (104, 49, 20, 24, 1) surrounded by various tech icons and symbols including a calculator, lightbulb, calendar, clock, Apple logo, play button, mobile devices, and data visualization elements on a blue background, representing digital innovation, data science, and modern technology concepts

Excel's Date Dilemma: From Phantom Leap Years to AI-Assisted Fixes

Excel's date handling quirks offer a fascinating glimpse into the complex world of software development, where early design decisions can have far-reaching consequences. From the infamous 1900 leap year bug to gene names accidentally becoming dates, Excel's temporal tribulations serve as a reminder of the challenges in balancing backwards compatibility with accuracy. As we continue to rely on this ubiquitous spreadsheet tool, its date-related idiosyncrasies persist, shaping how we interact with data and influencing fields from genetics to international business. read on »

Cartoon rocket launching through clouds into starry space, symbolizing startup growth, innovation, and technological advancement in Python programming and machine learning

Startup Death-Flailing: The Final Throes of Failing Ventures

Explore the telltale signs of struggling startups in their final stages, including communication silence, hiring freezes, desperate pivots, extreme cost-cutting, executive departures, and frantic searches for saviors. Learn valuable lessons from these experiences for founders, investors, and the broader startup ecosystem. read on »

Laptop displaying colorful network diagram with interconnected circles and geometric shapes, magnifying glass and coffee cup nearby, illustrating data analysis, machine learning concepts, and Python programming visualization tools

Don't Neglect Your Elders: The Continued Usefulness of Older Machine Learning Models

Explore the continued relevance of older machine learning models in real-world applications. This post discusses the strengths, use cases, and enduring value of classic algorithms like Naive Bayes, linear regression, and SVMs, emphasizing the importance of choosing the right tool for the job in AI and data science. read on »

Project Highlight

fiscus
fiscus

I've been investing in real estate since the 2010s and realized that my property investment modeling system could be used by others, so I built it!

Python
Flask
MariaDB
ReactJS
NextJS
AWS
Vercel

Running in Production
Podcasts

I chatted with Nick Janetakis from Running in Production about the software and hardware stack that has been running my website for the last decade...more.

Photography
seth.black

I <3 photography, this is my personal showcase.

Canon EOS 6D
Benro Tripod & Head
Photoshop

The Bluetooth Candle
The Bluetooth Candle

C
Objective-C
Java
Rhino3d
3d Printing
Elbow Grease

Seth & Adriana
Seth & Adriana

Adriana and I got married, so why would I not personally design, draw, develop and code our wedding website?

Python
Django
Nginx
Sqlite
Photoshop
Illustrator

FindMeNoms
FindMeNoms

FindMeNoms is an easy way to "find tasty food around you wherever you are". This is a side project that was born out of my need for an app/website that would remember all of the tasty places that I have eaten at, or would recommend to someone, or have been recommended to me. Basically, Yelp wasn't cutting it, as I'd find myself falling down the rabbit hole of reading one-star reviews and laughing at how crazy people can be instead of actually finding food.

Python
Django
PostgreSQL
Redis
Memcached
Objective-C
Java
JQuery
Javascript
Ionic
Photoshop
Illustrator

Virtual Sales
Virtual Sales

This was a short-lived startup idea. The basic premise was, well, just watch the explainer video.

Python
Pyramid
MySQL
Memcached
RabbitMQ
Twilio
Javascript
JQuery

ADAM.WEB
ADAM.WEB

Document management for schools, doctor's offices, and pretty much anyone else who would give us money. Unfortunately it didn't work out too well. I did get a really cool logo out of it, though.

PHP
Nginx
PostgreSQL
JQuery
Javascript

WebWorx
WebWorx

My very first startup: web development, web hosting and an ISP. This is the very first time I got to work with my friend Darrel. He designed our sites, logos, business cards and even mousepads! No joke.

PHP
Nginx
MySQL
JQuery
Javascript