

Kevin Bloch
Verified Expert in Engineering
JavaScript Developer
Bergerac, France
Toptal member since January 31, 2017
Kevin specializes in PostgreSQL, JavaScript/TypeScript, Node.js, Perl, and Haxe, among many other technologies he's explored and used professionally. Primarily a back-end developer, he's also been a lead desktop and full-stack developer, and enjoys project management, back-end technologies, and game development. With more than 20 years of remote work experience, Kevin excels both independently and as part of a team. Notably, he is a Pluralsight author and ranks in the top 2% on Stack Overflow.
Portfolio
Experience
- Proofreading - 20 years
- JavaScript - 20 years
- SQL - 15 years
- Regex - 15 years
- Perl - 15 years
- PostgreSQL - 14 years
- Git - 7 years
- HaXe - 1 year
Work Experience
Contractor
Toptal
- Wrote, reviewed, edited, and SEO-ed technical articles and hiring resources. Wrote and provided technical input on other content.
- Maintained technical dialogue on Jira about platform improvements affecting publishing goals.
- Oversaw and maintained team process automation in Asana and Zapier.
- Migrated a demo back end to Netlify Functions (serverless) due to the host service sunsetting.
Senior Full-stack Developer
An American Coaching Platform
- Helped an in-progress migration from Node.js to Bun, fixing hundreds of TypeScript errors.
- Converted several legacy controllers to full domain-driven design.
- Investigated build output, fixing warnings and errors, and suppressing verbose info, making output much easier to reason about by reducing its length 100-fold.
- Debugged setup scripts, improved their documentation, and helped get the migration finished and deployed to Google Cloud.
- Added Redis-based analytics report for route traffic and errors.
- Created a greenfield Streamlit (Python) codebase for support ticket management backed by NocoDB, which then became the basis for migrating internal apps away from Appsmith.
- Optimized GitHub Actions steps, reducing deployment times by an average of 43% week-over-week.
- Optimized logging setup across the Bun back end, cutting 600 lines of code while consolidating log entries and adding debugging context.
- Re-optimized GitHub Actions steps and parallelized the Bun test suite, further reducing deployment times by 30% (while also adding more CI checks), reducing local test suite running time by 62%, and cutting another 3,000 lines of code.
Senior Full-stack Developer
An American Analytics Consulting Firm
- Fixed bugs like CORS issues, copypasta leftovers causing Pydantic warnings, broken Alembic migrations, and default admin user permissions to get Docker services running locally, then added quick-start documentation.
- Compared overlapping fresh-local databases with each other to get a sense for intent, given unfinished and undocumented features and architecture, and compared with live AWS deployment to know what was deployed without being synced to GitHub.
- Reviewed codebases, databases, Figma designs, Slack channels, Trello boards, etc., to add time estimates to backlog.
- Checked codebase against the current debug/chalk/etc. npm package vulnerability outbreak.
- Enabled OpenAPI JSON output and wrote ad-hoc JavaScript to analyze and compare overlapping APIs and determine the extent of documentation regarding expected response structures.
Contractor (Expert and Author)
Pluralsight
- Authored hands-on code labs (including tutorial text, learner solutions, and automated tests) on JavaScript, MongoDB, Vitest, the Web API (including Canvas, SVG, events, service workers, and animations), VS Code debugging, and algorithms.
- Developed robust tests for each code lab (both for the user and for my official task solutions) using Mithril's Ospec testing library. Used a combination of hand-written spies, JSDOM mocks, and regular expressions.
- Created a supporting JavaScript module to make one lab's tasks more interactive and the final solution versions of each task's user code.
- Wrote bash scripts to streamline my local testing, build, and text aggregation processes, and supported JavaScript code for automatically generating regular expressions and test set up functions based on finalized solution code.
- Crafted questions and answers at various skill levels for a Data Science with Python skill assessment package.
- Reviewed and corrected (technically and grammatically) the questions and answers authored by other experts for a MongoDB skill assessment package.
Managing Editor
Toptal
- Oversaw editorial process, providing content review along editorial, technical, and stylistic lines.
- Reported, tracked, and advocated for issues affecting team processes using Jira.
- Managed publishing process, responding to changes in requirements and improving efficiency while maintaining world-class quality standards.
Lead Editor, Engineering Blog (Publications Team)
Toptal
- Reviewed, wrote, formatted, edited, and published technical articles and other site content.
- Created and reviewed strategic directions and helped with the editor hiring process.
- Trained non-technical editors and devised new processes to outsource technical reviews to facilitate their contributions.
- Applied SEO research to blog articles and overall team direction.
- Created and maintained team procedure and process documentation.
Senior Editor
Toptal
- Wrote, formatted, edited, and published blog articles, anonymous guides, and other site content according to SEO and team strategies.
- Created, proofread, and sent newsletters. Debugged newsletter templates and processes.
- Brainstormed and coordinated with the design team for illustrations.
- Reviewed, debugged, and otherwise improved example code used in articles.
- Maintained user script code to facilitate daily editorial tasks.
- Created a prototype pipeline management system to streamline common publishing operations and reduce inconsistencies in the publications team output.
Editor
Toptal
- Reviewed, wrote, formatted, edited, and published technical articles and other site content.
- Created, proofread, and sent newsletters. Debugged newsletter templates and processes.
- Brainstormed and coordinated with the design team for illustrations.
- Reviewed, debugged, and otherwise improved example code used in articles.
- Maintained user script code to facilitate daily editorial tasks.
Senior Back-end Developer (Node.js)
Mllnnl
- Maintained, extended, and scaled the back end and database.
- Managed DevOps processes, including being co-responsible and later solely responsible for versioning and deployment.
- Conducted code reviews of front- and back-end code as well as PostgreSQL stored procedures and views.
- Coordinated with front-end developers on back-end API changes.
- Implemented the back-end test suite to avoid regressions.
- Integrated with the IBM Watson API to language-bucket and helped interpret social media content.
- Added heatmap calendar API endpoint; supporting database, fetch, calculation, and caching infrastructure; and corresponding database and back-end unit tests.
- Fixed GIS (PostGIS) indexing and searching issues.
Technical Editor
Toptal
- Wrote, formatted, edited, and published blog articles, anonymous guides, and other site content.
- Created, proofread, and sent newsletters. Debugged newsletter templates and processes.
- Recruited and coordinated with authors to produce hiring resources.
- Brainstormed and coordinated with the design team for illustrations.
- Applied SEO research to blog articles and hiring resource content.
- Helped execute social media outreach plans on LinkedIn and Twitter.
- Streamlined procedures and checklists regarding editing and publishing.
- Added integration automation to the publishing pipeline.
Indie Developer
In the Beginning was the Word Game
- Created two very basic Android apps to learn the Google Play Store publishing process.
- Built two games for Ludum Dare game jams (i.e., very rapid development).
- Designed, developed, blogged, and tweeted about, directed, tested, published, and promoted a commercial video game while contributing bug and feature patches back to the open source technologies being used.
- Open-sourced my own library, FlxScrollableArea, to give back to the Haxe game creation community.
Linux Server Administrator and Automation Developer
Stepping Stone GmbH
- Provisioned KVM server (Linux and Windows) for various client projects, each involving setting up servers from cloned VMs, updating the internal wiki, configuring Zabbix host monitoring, and customizing Iptables-based firewall scripts.
- Set up database and application back-end for some projects, which involved creating simplified/prettified documentation for clients and maintaining VM templates.
- Provisioned web hosting, mail accounts, backup accounts, and ownCloud servers—set up and administered when requested by various clients.
- Helped install new RAID drives in rack servers and remove old ones.
- Automated DNS settings and firewall change for 200+ servers by writing bash scripts to extract server data from MediaWiki pages and execute DNS and firewall update scripts on every running Linux-based physical server, vServer, and KVM server.
- Optimized maintenance window notifiers and developed features—optimized and extended a Perl script using data from LDAP for exporting and for sending scheduled reminder emails.
- Helped prepare for colocation migration by taking physical inventory of rack servers and switches, updating firmware on newly purchased switches, and provisioning a web server from ancient hardware to display a message during migration.
- Helped with physical colocation migration by uninstalling rack hardware, moving it, organizing it for most efficient reinstall, reinstalling it, and reconnecting cables.
Full-Stack Software Engineer & Infrastructure Specialist
Brant Aero
- Reconstructed SQL and filesystem data after a Hyper-V disaster left the latest usable backup three weeks old, using forensic techniques to recover newer data where possible.
- Ported PartTake from Visual Basic to a mod_perl intranet application, retaining stockroom workflows and adding barcode and address printing plus just-in-time printer switching on Windows.
- Built a new Hyper-V backup solution for several servers or VMs and a few hundred gigabytes of data, using Perl, PowerShell, rsync, rsnapshot, SSH, and related tools.
- Migrated a roughly dozen-workstation Windows Server 2003 Active Directory domain to Samba 4, moving domain services to Linux and eliminating Active Directory licensing costs as the number of workstations expanded.
- Kept core shop-order history capture available during TotalFBO outages by storing versioned detail lines in PostgreSQL and automatically resynchronizing with its SQL Server database after recovery.
- Expanded the purchase-request workflow with fuzzy part search, full-text request history, grouped pending submissions, vendor email templates, notifications, drag-and-drop uploads, and sort-preserving multi-select.
- Migrated intranet applications and scheduled scripts from Windows to Linux, while researching, building, configuring, and administering a Linux server to support the new operating environment.
- Added hangar-floor parts caching so technicians made fewer stockroom trips while preserving government traceability and supply-level monitoring for parts stored near the work area.
- Developed data-integrity cron jobs that detected third-party application errors sooner and alerted the responsible manager through the company’s integrated permissions hierarchy.
- Prototyped flittable (then "DaKT"), an open-source single-page intranet menu built with minimal JavaScript and CSS to present basic menu hierarchies efficiently on low-end hardware.
National Operations and Accounts Administrator
Global Youth Volunteer Network
- Migrated a website to a new provider and content to WordPress.
- Maintained a home-grown, undocumented web-based accounting system (PHP and MySQL) and extended its features.
- Migrated core internal data to a self-hosted CiviCRM system.
Full-Stack Software Engineer — Business Systems & QA Automation
Brant Aero
- Built PartTake, a sub-400 KB stockroom app for ~20 staff juggling dozens of shop orders, saving hours of weekly data entry and cutting issuance time by an order of magnitude, improving traceability, and making annual inventory an easy one-day project.
- Redesigned Brant Aero’s public website and added an automatically updated local aviation weather map; a Dubai firm discovered and was impressed by the site, leading to several major contracts.
- Built a CMS+issue tracker in Perl/PostgreSQL/vanilla JavaScript to track government regulation changes, identify affected documents and dependencies, notify relevant employees, and enforce document-review and audit policies through database triggers.
- Generated database views and interfaces from a normalized PostgreSQL schema across dozens of views, including role-specific data, linked-record navigation, benchmarking, and saved partial forms to reduce data-loss risk.
- Created a staged build pipeline with unit, performance, and integration testing, then added dozens of Selenium checks that reduced roughly an hour of manual testing to a few minutes, allowing for much more agile releases.
- Replaced slow tape backups with a Perl-based backup, verification, and restore system; small-file restores fell from 20+ minutes to near-instant, routine jobs took minutes, and weekly tests verified backups.
- Added PostgreSQL full-text search to a third-party Microsoft SQL Server application through smart data synchronization, cutting searches from an estimated 5–15 seconds to subsecond results without replacing the platform or adding budget.
- Developed an alternative shop-order UI, including a replacement time tracker and RTF/HTML conversion, bridging PostgreSQL and Microsoft SQL Server while filling gaps in the third-party system.
- Migrated legacy accounting, inventory, and shop-order system to a Windows/SQL-based platform. Replaced third-party client-heavy approach for commonly used reports with custom SQL, with provably identical output but ~1,000x faster (3.5 mins → 200ms).
- Wrote and edited materials for a "Save the Airport" campaign, contributing communications support to a company-backed local political effort that ultimately succeeded.
Intern
Storeimage Programs Inc.
- Rebuilt Windows workstations, wrote technical documentation and procedures, organized documents and spare hardware, troubleshot Windows desktop and server issues, and managed desktop virus scanner updates.
- Reorganized 200 network cables' worth of spaghetti after hours to avoid service disruption.
- Wrote a simple info service generator in PHP on my last day.
Web Designer, Software Developer, IT Systems Administrator
Brant Aero
- Built a Netscape- and Internet Explorer-compatible DHTML website plus a Windows GUI page-text updater, letting staff update site content without editing HTML manually.
- Later created an exceptionally fast-loading website designed to fit on a floppy disk, using minimal HTML and JavaScript so as to perform well for those stuck on dial-up in the cable internet era.
- Wrote and implemented the company's IT audit policy, formalizing internal IT review practices and increasing IT service efficiency through consistency.
- Rebuilt desktops and servers over many years, handling hands-on maintenance and recovery to keep the company’s workplace technology operational.
- Researched and implemented dial-up connection sharing, extending internet access within the organization using the limited connectivity options available at the time.
- Designed and launched the company's first website in 1996, establishing an early public-facing online presence.
- Managed content for a third-party-hosted e-commerce site, keeping the online offering current while relying on an external platform for commerce and hosting.
- Provided general desktop support across an approximately 20-employee organization, diagnosing workstation and software issues and helping staff stay productive.
- Organized and maintained the company's aircraft technical library, improving access to reference material used in day-to-day company operations.
- Redesigned the company website in 2000, refreshing its public presentation as its business and online information needs evolved.
Project History
Pluralsight Expert/Author
https://app.pluralsight.com/profile/author/kevin-blochWilly and Mathilda's Houseboat Adventure: The Game
https://ibwwg.itch.io/mathildagamePartTake (Streamlined Stockroom Process)
https://codingthat.com/cv/portfolio/parttake/I wrote it in 2004 (in VB5) and maintained it until 2014, when I ported it to be part of Brant Aero's main intranet app in Perl, HTML, JavaScript, and CSS.
CheaterMind
https://github.com/IBwWG/cheatermind(It had also been converted to an app and placed in the pipeline for the Google Play Store for beta testing, but not ultimately published there due to Google's policy changes in 2025.)
Codility Silver Award for the Vanadium 2016 Challenge
https://codility.com/cert/view/cert3NYNCC-5QSWERY5K8AQU7QW/Very Responsive Single-page Application Prototype
https://github.com/KevinField/DaKTI was the initial code and idea author and I used JavaScript and CSS.
JavaScript L-system Interpreter
https://codingthat.com/cv/portfolio/pmath370/Sole author. Unmaintained since its inception around 2006, but still works as of 2024, a rare surprise in the ever-changing world of front-end web technologies.
Video Game Modding Framework (word_realms_mods)
I also hacked some ActionScript3 bytecode to customize some game behavior.
TDD Practice Projects
https://github.com/KevinField/node-js-getting-startedI forked a basic Node.js server, then developed several mini-projects using test-driven development until I was ranked among the top developers on the site.
Scrollbar Library for HaxeFlixel
https://github.com/IBwWG/FlxScrollableAreaI'm the sole author at this point.
52-Card Pickup 2000 (Win/Mac/Linux, 3D, Open Source)
https://github.com/IBwWG/52cp2kNeed Inspiration | Basic Android App
https://codingthat.com/blog/android/2025/06/06/goodbye-google-play-store.htmlI'm the sole author. As Google's publishing process in the Play Store evolved, I went through it several times over several years (also upgrading my app each time to meet policy requirements) to keep this app in the store. In 2025, I made the APK available on my blog instead.
Video Game Translation Framework
Wrote it and maintained it so far. Used it to create mods for word-realms-mods so that interested users have prepackaged translations and don't actually need to use this tool.
Anticolonias (HTML5, Flash)
Programming Mentor (with HackHands)
Programming Mentor (via an Online Freelance Agency)
App Launcher for Alternative OS
https://github.com/KevinField/BeFullThe design was inspired by Fitz's Law, maximizing the clickability (and readability) of each app's launch button. I also implemented caching, so it launched instantly.
Old-fashioned Remote: A Node.js Multimedia Control Server
https://github.com/codingthat/old-fashioned-remoteBeeb (Palindrome Assistant)
https://archive.org/details/beeb_20230822Easy Home Budget Forecaster
https://gist.github.com/codingthat/7b1e29ddfb878696468eca177dff01b4Put in your monthly income and expenses in "normal_month" and any upcoming one-time transactions in "incidentals." Whenever you check your bank balance, put that in "actual_balances."
Look at the summary view to see your monthly forecast up to 30 months after your earliest balance.
Phaser and TypeScript Game
https://github.com/codingthat/phaser-typescript-gameRight-Way-Up Calculator
https://github.com/codingthat/calculator/(It had also been converted to an app and placed in the pipeline for the Google Play Store for beta testing, but ultimately wasn't published there due to Google's policy changes in 2025.)
Pixel-perfect Algorithm Correction
https://gist.github.com/IBwWG/9ffe25a059983e7e4eeb7640d6645a37?permalink_comment_id=1857731#gistcomment-1857731Defender's Quest: Valley of the Forgotten: DX Edition
https://en.wikipedia.org/wiki/Defender's_Quest

Cabin Fever Coding: A Node.js Back-end Tutorial

Haxe Review: Haxe 4 Features and Strengths

Will JS Frameworks Spark a Front-end Revolution?

Haxe: Cross-platform Development’s Best-kept Secret

Code Optimization: The Optimal Way to Optimize

SQL Server Performance Tuning: A Practical Guide for Developers
Education
Bachelor's Degree in Mathematics
University of Waterloo - Waterloo, Ontario, Canada
Progress towards a Bachelor of Arts Degree (Hons) in Global Studies and Mathematics (Minor subjects: Computer Science, Philosophy, Religion and Culture)
Wilfrid Laurier University - Waterloo, Ontario, Canada
Certifications
Machine Learning A-Z: AI, Python & R
Udemy
Student (Various Courses)
Codeschool.com (since acquired by Pluralsight)
Basic Principles of Quality Assurance
The DTI Training Consortium Inc.
Basic Auditing Principles
The DTI Training Consortium Inc.
Skills
Libraries/APIs
HTML5 APIs, REST APIs, Node.js, Mod_perl, Instagram API, API Development, Google Sheets API, jQuery, ReactiveX, Pure CSS, ImageMagick, React, HTML5 Canvas, Chai, Apiary API, MathJax, Backbone.js, OpenFL, XGBoost, Scikit-learn, NumPy, Gmail API, Mobile HTML5, Web API, SQLAlchemy, Pydantic, OpenAPI, HubSpot API, Zod, Zod Schema, Google Drive API, Google Cloud API, Slack API, Python API, Python Asyncio, Asyncio, Pandas, Playwright, Stripe, Stripe API, Vue
Tools
Mercurial, Apache HTTP Server, Inkscape, GitHub, Audacity, Bitbucket, pgAdmin, Cygwin, Hyper-V, MongoDB Shell, MongoDB Compass, Vitest, Claude Code, Claude, ChatGPT, Apache, Google Sheets, LibreOffice, Vagrant, Git, KVM/Qemu, Postman, PhpMyAdmin, Zapier, GitLab, Google Workspace, Canvas, Canvas 2D, Codex, Subversion (SVN), Rsnapshot, Alfresco, SugarCRM, Spiceworks, Terminal, Iptables, FlashDevelop, Mocha, Flyway, Google Docs, Trello, Slack, Salesforce Einstein, Flash, Asana, LaTeX, Blender, MediaWiki, Confluence, Jira, RabbitMQ, Zabbix, Auth0, Atlassian, IBM Watson, GIS, Docker Compose, AWS Command Line Interface (CLI), Amazon Elastic Container Service (ECS), Prefect, Loom, GitHub CLI, Prisma, Zoom, Uvicorn, Pytest, OpenCode, Tmux
Languages
TypeScript, JavaScript, Perl, HaXe, SQL, HTML5, PL/pgSQL, Markdown, ECMAScript (ES6), HTML, Python, REBOL, CSS3, Transact-SQL (T-SQL), Bash Script, Visual Basic, Regex, CSS, XML, Bash, VBScript, XSLT, DocBook, Google Apps Script, C, Objective-C, CoffeeScript, C++, Sass, PHP, Ruby, XML/XSLT, Flash ActionScript, Java, ActionScript 3, Pug, ES5, ES7, ES8, JavaScript 5, JavaScript 6, R, Python 3, TypeScript 5, GraphQL, YAML, CSS2
Frameworks
pgTAP, Mithril.js, FeathersJS, Selenium, Express.js, Svelte, Android SDK, Windows PowerShell, Ember.js, Ruby on Rails (RoR), Bootstrap, AngularJS, Django, Vanilla JS, Angular, Swagger, Phaser.io, Alembic, Ruby on Rails 4, Fastify, Streamlit, Starlette, Jinja
Paradigms
Test-driven Development (TDD), Cross-platform, CRUD, Desktop App Development, Object-oriented Programming (OOP), REST, Code Refactoring, Database Design, Test Automation, Manual Testing, Automated Testing, Best Practices, Samba, Behavior-driven Development (BDD), Testing, Agile Software Development, Automation, Responsive Web Design (RWD), Functional Testing, Role-based Access Control (RBAC), Search Engine Optimization (SEO), DevOps, Unit Testing, Offline-first Development, E2E Testing, Model Context Protocol (MCP), RESTful Development
Platforms
Linux, Windows, HaxeFlixel, Linux Mint, CentOS, Desktop, Web, HubSpot, Docker, BeOS, LAMP, Godot, OpenShift, Visual Studio Code (VS Code), Mobile, Vercel, MacOS, WordPress, KVM, Quick EMUlator (QEMU), Ubuntu, Windows Server, OS X, Amazon EC2, Android, CiviCRM, Jupyter Notebook, RStudio, Amazon Web Services (AWS), Netlify, Amazon Linux, Appsmith, Google Cloud Platform (GCP), Internet Explorer
Storage
SQL Server Management Studio (SSMS), Microsoft SQL Server, JSON, PostgreSQL, Database Architecture, Databases, Data Pipelines, Relational Databases, Database Management, Data Integration, Database Structure, NoSQL, MongoDB, MySQL, PostGIS, Amazon S3 (AWS S3), Database Migration, GlusterFS, OwnCloud, Google Cloud, Redis
Industry Expertise
Accounting, Revenue Operations (RevOps), Project Management, Social Media, Web Design
Other
Full-stack, RSync, AS3 Bytecode, Selenium IDE, Front-end, Back-end, Data Extraction, Proofreading, Documentation, Writing & Editing, Technical Writing, Artificial Intelligence (AI), Quality Assurance (QA), Technical Documentation, Software, Dashboards, User Experience (UX), Web Development, APIs, Architecture, Front-end Development, Back-end Development, QA Automation, API Testing, User Interface (UI), Full-stack Development, Apps, CSV File Processing, API Integration, Workflow Automation & System Integration, Software Architecture, Record Keeping, Scripting, Data, Design, Migration, HTTP, ERD, Workflow, Code Review, RESTFul APIs, Data Engineering, Data Modeling, Process Automation, Browser Automation, Data Architecture, Data Structures, Document Processing, Web App Development, Coding, Programming, 2D, Manual QA, UI Testing, Release Management, User Documentation, Regression Testing, Agentic AI, Agentic Coding, Integrations, System Integration, Integration, Third-party APIs, Third-party Integration, API Design, Orchestration, AI-assisted Development, Workflow Automation, SQL Server, Software Development, Software Development Lifecycle (SDLC), CRM Implementation, Customer Relationship Management (CRM), Legacy Code, Client Communication, Client Management, Bug Fixes, Prompt Engineering, OpenAI, Lifecycle Management (LCM), Workflows, Reporting, Objects, Statistical Quality Control (SQC), Microsoft 365, LDAP, HTTPS, SEO Tools, Game Development, Web Hosting, Airtable, Low Code, User Experience Design, Large Language Models (LLMs), Data Visualization, 2D Games, Game Design, SVG, Data Analytics, Game Testing, Software Engineering, Web Scraping, Data Scraping, AI Tools, Website Data Scraping, Learning Management Systems (LMS), Technical Leadership, Cloud Infrastructure, Amazon RDS, Web Applications, Leadership, System Administration, Email Automation, Database Optimization, Web Technologies, Web UI, Web UX, 2D Animation, Exploratory Testing, Mobile App Testing, Cross-browser Testing, Knowledge Bases, Transport Layer Security (TLS), Startups, Communication, SaaS, Cloud, Software as a Service (SaaS), Debugging, JSDOM, SDKs, Pull Requests, Bun, CI/CD Pipelines, Cloudflare, Enterprise Architecture, CRM, AI Agents, AI Engineering, OAuth, Incident Response, Pipelines, Anthropic, Email Integration, Responsive UI, Monorepos, API Key, SSH, Gentoo, NFS, DNS, Vi, Remote Desktop, Templates, Shotcut, kramdown, Games, Modding, Ospec, Regular Expressions, Machine Learning, Google Colaboratory (Colab), Linear Regression, Natural Language Processing (NLP), Dimensionality Reduction, Data Science, Data Preprocessing, Polynomial Regression, Support Vector Regression, Decision Tree Regression, Random Forest Regression, Logistic Regression, K-nearest Neighbors (KNN), Support Vector Machines (SVM), Naive Bayes, Decision Tree Classification, K-means Clustering, Hierarchical Clustering, Association Rule Learning, Reinforcement Learning, Deep Learning, Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), Cross-validation, Auditing, Content Writing, Data Scientist, Algorithms, Search, Sorting Algorithms, Data Sorting, Pseudocode, Animation, Mobile Games, 3D Games, Large-scale Projects, Infrastructure, Mobile App Development, Scalability, eCommerce, Finance, Google Play Store, Graphics, 2D Graphics, Heatmaps, Calendars, Serverless, Events, Async/Await, SVG Animation, Optimization, Chrome DevTools, Service Workers, FastAPI, CORS, SvelteKit, GitHub Actions, TypeScript 7, HubSpot CRM, Dialers, BullMQ, Vite, Domain-driven Design (DDD), Vertical Slice Architecture, Google Drive, Slack App, Jujutsu (jj), OpenTelemetry, Code Coverage, Integration Testing, Staging, Lint, Linting, SigNoz, NocoDB, Tailscale, Kamal, WebSockets, CRM APIs, Row-level Security (RLS), Payments, Hypervisors, Backups, Disaster Recovery (DR), Netscape, DHTML, Front-end Design, FTP, Web Hosting & Domain Setup, Desktop App, Desktop App Design, Windows System Administration, Manual Software Testing, Editing, HTML Editing, Active Directory (AD), Beta Testing, GitHub Issues, Bug Reports, Bug Analysis & Reporting
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