marktellez

initial audio dataset work - 3 hours - $0
transcription check time - 1.5 hours (16c * 1.5) - $0.24
model training time - 1 hour ($2 * 1) - $2
generation prep time - 0.5 hours - $1
generation time (1000 msgs) (8 secs * 1000 msgs / 4 workers (unattended) (non blocking) - 1 hour - $2
generation check time (1000 messages) (20 secs to check * 2 checkers * 1000 msgs / 2 teams of 2) - 3 hours (16c * 3) - $0.48

cost - $5

Does not include transfer or s3 file storage or databases for simplicity and clarity

marktellez

Mark Tellez
Mexico City | [email protected] | GitHub

ML Model/Pipeline Engineer/Scientist with Experience in Agents, Text, and Voice Modeling
(diffusion, GANs, transformers, CNNs, deep NNs)

PROFESSIONAL SUMMARY

A Machine Learning Model/Pipeline Engineer and Scientist with nearly 30 years of software development experience. I specialize in building and deploying AI models and custom voice pipelines, with expertise in agents, text, and voice modeling using advanced techniques like diffusion models, GANs, transformers, CNNs, and deep neural networks. Known for managing high-performing teams, mentoring developers, and designing efficient CI/ML pipelines. A strong background in systems, web, desktop, and infrastructure development, with a proven ability to create monetizable solutions and work seamlessly across executive, creative, and technical teams.

marktellez

function getNextPrice(start=100, step=25) {
  let currentPrice = start

  return function() {
    const newPrice = currentPrice
    currentPrice = newPrice + step
    return newPrice
  }
}

marktellez

• 6:18 Dependencies can kill your app/company
• 3:07 You reach for the banana and you get the gorilla

marktellez

{
  // Place your snippets for javascript here. Each snippet is defined under a snippet name and has a prefix, body and
  // description. The prefix is what is used to trigger the snippet and the body will be expanded and inserted. Possible variables are:
  // $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. Placeholders with the
  // same ids are connected.
  // Example:
  // "Print to console": {
  // 	"prefix": "log",
  // 	"body": [
  // 		"console.log('$1');",

marktellez

import fetch from "isomorphic-fetch";
require("es6-promises");
import AbortController from "abort-controller";

function apiFetch(signal, path, method, data) {
  const options = {};
  const headers = {
    "Content-Type": "application/json",
    Accepts: "application/json",
  };

marktellez

• Full name, address, email, phone number
• Names and and phone numbers of 3 family references
• Names and and phone numbers of and loan references (previous lenders)
• How much does the applicant want to borrow
• How much money did the applicant earn in the last 3, 6, 12 months?
• How much does the applicant currently pay in debts each month (car, house, loans, etc)?

marktellez

function toSnakeCase(s) {
  return s.split("_").map((s, i) => i > 0 ? s.slice(0,1).toUpperCase() + s.slice(1, s.length) : s).join("")
}

marktellez

Itzel
Isabela Yañez
Ross
Lili
Tania Gonzalez
Isabela Gonzalez

marktellez

const tests = [
  ["ABAZDC", "BACBAD", "ABAD"],
  ["AGGTAB", "GXTXAYB", "GTAB"],
  ["aaa", "aa", "aa"],
  ["", "", ""],
  ["ABBA", "ABCABA", "ABBA"]
]

function longestSequence(s1, s2) {
  const seq = []