01 about
12+ YEARS IN TECH
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
f4a2e91 AI Developer Consultant — Teamswell LLC
May 2026 → now
Remote, USA · AI Services
pythonllmai-agentsautomationcrm
- Designing and deploying AI-powered automation systems for sales and business operations, integrating large language models (LLMs) with third-party APIs, communication platforms, and cloud infrastructure to automate complex multi-step workflows.
c7d10b3 Data Automation Consultant — Mass Publishing
Apr 2026 → Aug 2026
Remote, Tegucigalpa, Honduras · Publishing
pythonetlautomationreportingjson
- Built Python pipelines to clean, deduplicate, and map large datasets with 100% autonomous execution (no manual intervention).
- Designed and built Spreadsheet Processing Tool, an internal SaaS app with a UI to run data processing and column rule mappings autonomously.
- Automated the generation of monthly executive reports (HTML/JSON) with key metrics.
9be44f7 AI Integration Consultant — Innovando LLC
Aug 2025 → Dec 2025
Remote, USA · AI Services
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.
5a91cd2 Analytics Architect — Household Solutions HS
May 2024 → Oct 2025
Hybrid, San Pedro Sula, Honduras · Retail
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.
e3f08a6 Data Analyst — gga Solutions
Oct 2023 → Apr 2024
Hybrid, San Pedro Sula, Honduras · BPO
power-bisqldashboardsreportingbpo
- Created SQL queries for data extraction and reporting.
- Built and maintained Power BI dashboards.
1b6d3e9 IT Sub Manager — PixelPay
Jan 2022 → Dec 2022
Remote, San Pedro Sula, Honduras · Fintech
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.
8c25f1d CS Engineering Teacher · Academic Data Analytics Consultant — UNITEC
Jul 2016 → Sep 2021
Hybrid, San Pedro Sula, Honduras · University
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.
0a1init Programmer — Caracol Knits
Jul 2013 → Jun 2016
On Site, Potrerillos, Honduras · Textile Manufacturing
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 * FROM education;
| 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
skills.json — jaime@jescoto
{
"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
}
OdontiaCloud
SaaS platform for dental clinics — built and shipped end-to-end: product, code and cloud infrastructure.
odontiacloud.com →
Spreadsheet Processing Tool
Generic spreadsheet cleaning & automation tool — rule engine, mapping & custom data pipelines.
jescoto.com/spt →
L-System Plant Generator
Plants grown from formal grammars — interactive, on canvas with pure JS.
jescoto.com/l-system
Lights Out Puzzle
Playable logic puzzle: tap a light and its neighbors flip too. Pure JS.
jescoto.com/lights-out
Isoperimetric Coin Puzzle
Interactive geometric simulation of the coin through a smaller hole trick — maximum area & inscribed diameter.
jescoto.com/isoperimetric
Guides & Resources
Free, practical PDF guides on data, AI, SQL & more. Filter and download — no forms.
jescoto.com/guides