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Founder portfolio · VIEQAN

Visnu Ejay Baclao.

Certified Data Scientist · AI & Automation Builder

I build practical systems across data, AI, automation, IT operations and creative technology — using Python, SQL, machine learning, ETL, MCP, CRM workflows and AI-assisted production tools.

PythonSQLMachine LearningPyTorchMCPAutomationCreative AI

Visnu Ejay Baclao

Philippines · Open to opportunities

AI + Data

systems layer

PY

Python

SQL

Data

AI

Agents

MCP

Tools

ETL

Pipelines

GHL

CRM

MAKE

Automation

8+ years

Technology & IT support experience

5

DataCamp data & AI credentials

8+

Public portfolio projects

4 domains

Data · AI · Automation · Creative Tech

Selected work

Data, AI and engineering projects that show how I work.

Real project work covering machine learning, analytics, data engineering, SQL and MCP-based agent tooling. Public repositories are linked where available.

Machine Learning01

Traffic → Model → High-traffic probability

Recipe Site Traffic Prediction

Classification work using structured recipe data to predict which recipes are likely to drive high traffic, with model comparison and validation.

PythonPandasscikit-learnLogistic RegressionRandom Forest
View project
Machine Learning02

Property data → Regression → Predicted price

House Sale Price Prediction

Regression workflow for cleaning property data, preparing features, comparing models, and estimating house sale prices.

PythonPandasRegressionRandom Forest
View project
Data Engineering03

Extract → Clean → Transform → Merge → Validate

Supplement Experiment ETL

Data integration pipeline combining health, supplement, user, and experiment datasets into one analysis-ready structure.

PythonPandasETLData ValidationData Integration
View project
Machine Learning04

Customer features → Neural network → Purchase probability

Customer Purchase Prediction with PyTorch

Neural-network classification project exploring purchase prediction with PyTorch while evaluating the effect of class imbalance and model behavior.

PythonPyTorchNeural NetworksClassification
View project
AI / MCP05

Issue → Read → Search → Edit → Test → Verify

MCP Software Engineering Challenge

Reproducible MCP software-engineering environment exposing bounded repo tools to an AI agent with deterministic pytest verification and a golden reference patch.

PythonMCPpytestAgent ToolsVerification
View project
SQL06

Operations data → SQL → Service insights

Hotel Operations SQL

SQL project focused on cleaning operational records, joining hotel service data, and analyzing request response and satisfaction performance.

SQLPostgreSQLCleaningJoinsAggregation
View project
Analytics07

School data → Analysis → SAT insights

NYC Public School SAT Analysis

Python and Pandas analysis of SAT performance across NYC public schools, including top mathematics performance and borough-level variation.

PythonPandasStatisticsEDA
View project
Analytics08

Netflix data → Filter → 1990s movie insights

Netflix Movies Analysis

Exploratory analysis of Netflix movie data focused on 1990s movie durations and short action films.

PythonPandasEDAVisualization
View project
Analytics09

Survey data → Exploration → Findings

Student Mental Health Analysis

Work in progress

Exploratory student mental-health analysis currently being developed and documented.

PythonPandasEDA
View project

Technology ecosystem

One toolkit across data, systems and content.

Data & AI

PythonSQLPandasNumPyscikit-learnPyTorchMachine LearningStatistics

AI Engineering

ChatGPTClaudeMCPAI AgentsPrompt SystemsTool IntegrationAgent Evaluation

Business Automation

GoHighLevelMakeAPIsWebhooksWorkflow AutomationNotion

Development & Delivery

GitHubVercelNext.jsGoogle WorkspaceMicrosoft 365ServiceNow

Creative Technology

CanvaOpenArtCapCutAdobe Premiere ProVEGAS ProArena.ai

Creative technology

AI-assisted creative production, not just code.

I use creative tools to turn ideas into graphics, video, presentations and launch-ready content for projects and businesses.

CA

Canva

Social graphics, presentations, posters, proposals and branded business materials.

OP

OpenArt

AI-assisted image generation, visual concept development and creative experimentation.

CA

CapCut

Short-form editing, captions, social content and lightweight motion production.

AD

Adobe Premiere Pro

Timeline-based video editing and professional post-production workflows.

VE

VEGAS Pro

Video editing, compositing, audio synchronization and production workflows.

AR

Arena.ai

Rapid web and product prototyping, interface experimentation and AI-assisted development.

Interactive production flow

Idea

ChatGPT / Claude

Canva / OpenArt

CapCut / Premiere / VEGAS

Publish

Experience

Enterprise support, operations and builder experience.

2026 — Present

Founder & Solutions Lead

VIEQAN

Building AI automation, CRM workflows, websites, systems integrations, data projects and practical technology solutions for SMEs and new ventures.

2025 — 2026

Hub Manager

Fastx Logistics

Managed day-to-day hub execution, team coordination, issue resolution, service flow and operational accountability.

2023 — 2024

Front Service

Andaz Macau

Worked in an international hospitality environment while studying Mandarin, strengthening customer communication and cross-cultural operations experience.

2015 — 2023

IT Service Desk / Application Support

Cognizant · IBM · TCS · Optum · Heart + Paw · IOM

Tier 1/2 enterprise support across Microsoft 365, Active Directory, endpoint support, networking, VPN/Citrix, collaboration tools, identity, ticketing and application troubleshooting.

Experience across

Cognizant
IBM
TCS
Optum
Heart + Paw
IOM · UN Migration
Andaz Macau
Fastx Logistics
VIEQAN

Company names are shown only to identify professional experience and do not imply endorsement or partnership. Official logo assets can replace these wordmarks when approved.

About

From IT operations to AI & data.

I’m a technology professional from the Philippines with a background spanning IT support, technical operations, customer-facing systems, hospitality, logistics, automation and business technology.

After years working with enterprise systems and troubleshooting complex environments, I expanded into Data Science, AI Engineering and intelligent workflow automation. Today I combine operational experience with Python, SQL, machine learning, PyTorch, ETL, APIs, AI agents and MCP-connected systems.

I also use creative technologies for video, graphics, AI-generated media and business content — allowing me to work across both technical systems and communication.

Building with VIEQAN

Intelligent Technology for Smarter Business.

VIEQAN explores practical applications of AI, automation, business systems, data and intelligent technology for organizations and emerging ventures.

Next step

Let’s build something useful.

Open to Data Science, AI Engineering, automation, technical support, AI/data contracting and technology-focused collaborations.