jaime@jescoto:~$ cv

01// about

Computer Systems Engineer & MSc. in IT Management with a strategic focus on AI-driven Digital Transformation and Technology Consulting. Proven track record of bridging the gap between complex technical execution and business objectives, specializing in the design and implementation of AI pipelines, automated workflows, and data analytics solutions. Extensive experience in the full SDLC and project governance, having led high-impact initiatives including SAP Business One implementations and payment gateway integrations.

As a technology strategist, I excel at translating business needs into actionable technical insights, leveraging expertise in Python, SQL, and Cloud API integrations (LLMs, STT, NMT). My background includes optimizing operational efficiencies through prompt engineering and AI-powered automation. A data-driven leader and Agile practitioner, committed to delivering innovative digital solutions that drive organizational growth.

02// experience

$ git log --career --reverse=false

AI Services

f4a2e91

AI Developer Consultant

May 2026 → now

Teamswell LLC · Remote, USA

pythonllmai-agentsautomationcrm

Set up and operated the OpenClaw SDR V2 bot, managing core configuration files and a structured sales engagement workflow.

Publishing

c7d10b3

Data Automation Consultant

Apr 2026 → now

Mass Publishing · Remote, Tegucigalpa, Honduras

pythonetlautomationreportingjson

Built Python pipelines to clean, deduplicate, and map large datasets with no manual intervention.
Built an internal app with a UI to run data processing autonomously.
Automated the generation of monthly executive reports (HTML/JSON) with key metrics.

AI Services

9be44f7

AI Integration Consultant

Aug 2025 → Dec 2025

Innovando LLC · Remote, USA

pythonllmsttnmtrest-api

Developed an end-to-end AI pipeline using Python and REST APIs (Whisper, DeepL, FFmpeg) to automate video transcription and multilingual translation.
Conducted benchmarking and cost-benefit analysis of AI providers (STT, NMT, LLMs) to optimize efficiency and scalability.
Engineered automated workflows for multimedia processing and JSON data integration between cloud services.
Collaborated on technical roadmaps for scaling AI-driven solutions within the company's digital transformation strategy.

Retail

5a91cd2

Analytics Architect

May 2024 → Oct 2025

Household Solutions HS · Hybrid, San Pedro Sula, Honduras

sqlsap-hanadata-modelingpower-bietl

Led the design, development, and implementation of end-to-end data analytics solutions for a leading B2B wholesale distributor in the Latin American home appliance sector.
Defined data architecture, data models, and storage strategies to keep analytics systems scalable and aligned with business goals.
Supported the SAP Business One implementation (HANA database) from requirements gathering through go-live.

BPO

e3f08a6

Data Analyst

Oct 2023 → Apr 2024

gga Solutions · Hybrid, San Pedro Sula, Honduras

power-bisqldashboardsreportingbpo

Created SQL queries for data extraction and reporting.
Built and maintained Power BI dashboards.

Fintech

1b6d3e9

IT Sub Manager

Jan 2022 → Dec 2022

PixelPay · Remote, San Pedro Sula, Honduras

paymentstokenizationcryptographyqa-uatagile

Directed payment gateway development, managing the master plan and end-to-end traceability of technical and business goals.
Led complex tokenization and advanced authentication integrations following Visa and Mastercard standards.
Established and managed QA/UAT environments, coordinating testing milestones and technical certifications.
Oversaw cryptographic key management (handling, rotation, migration), mitigating technical risk and ensuring audit compliance.

University

8c25f1d

CS Engineering Teacher · Academic Data Analytics Consultant

Jul 2016 → Sep 2021

UNITEC · Hybrid, San Pedro Sula, Honduras

teachingpythonsqlpower-bibusiness-intelligence

Instructor for Programming, Data Structures, Ecommerce, and MS Office Suite.
Guided students in social responsibility and volunteering software projects for local businesses.
Integrated Business Intelligence components (SQL, Python, Power BI) into the Industrial Administration degree program.

Textile Manufacturing

0a1init

Programmer

Jul 2013 → Jun 2016

Caracol Knits · On Site, Potrerillos, Honduras

sqlerpsalesforcereportingprocess-optimization

Key player in the rollout of Textile Planning, Cut, and Import/Export modules across multiple plants, reducing manual batch creation time by up to 60%.
Provided 24/7 system support and used Salesforce to improve Help Desk response times from 24 to 10 hours.
Developed production reports (SQL) and managed the system-wide conversion from legacy to new SKUs.
Streamlined the conciliation inventory check, cutting execution time by 50% (from two weeks to one week).

03// education

SELECT degree, school, period
FROM education
ORDER BY period DESC;

degree	school	period
MSc. Information Technology Management	UNITEC · San Pedro Sula, HN	2013 – 2018
BSc. Computer Systems Engineering	UNITEC · San Pedro Sula, HN	2009 – 2013
Ecommerce Specialization	National Tsing Hua University · Hsinchu, Taiwan 🇹🇼	2012

-- NTHU coursework: Software Agent Technologies (Prof. Von-Wum Soo) · InfoSec for E-commerce (Prof. Long-Wen Chang) · Database Research (Prof. Yi-Shin Chen)

04// skills

$ cat skills.json

{
  "languages":      ["Python", "SQL", "R", "JavaScript"],
  "ai":             ["LLMs (Gemini, ChatGPT)", "Prompt Engineering", "STT / NMT APIs",
                    "Zero-shot · Few-shot · Chain-of-Thought"],
  "data":           ["Power BI", "Tableau", "Looker", "Query Design", "DB Normalization"],
  "erp":            ["SAP Business One", "SAP HANA"],
  "methodologies":  ["SCRUM", "ITIL", "Enterprise Design Thinking", "4DX"],
  "always_learning": true   // non-negotiable
}