Seanneskie

Profile

About Seanne and the work behind the projects.

A deeper look at my background, story, and the technologies I enjoy building with.

Profile
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Seanne Cañete

BS Information Technology, Database Systems Major

Hi, I'm Seanne — a Full Stack Developer who builds scalable web applications end-to-end. My backend work spans Django, Laravel, .NET Core, and Remix, paired with React, Next.js, and Tailwind CSS on the frontend. I design REST APIs, model data, and integrate databases across PostgreSQL, MySQL, MongoDB, Supabase, and SQL Server. Lately I've focused on production AI: shipping LLM-powered features and agents with multi-provider orchestration, prompt engineering, and tracing (LangChain, Gemini, OpenAI, Langfuse), plus data analytics and visualization with Chart.js, Tableau, and Python. I adapt quickly, solve hard problems, and deliver clean, maintainable, high-performing software.

Email: seannecanete32@gmail.com
Address: General Santos City, Philippines

Interests

Full-stack Web DevelopmentData Analytics & VisualizationDatabase DesignAI / ML ToolingGeospatial / GISCompetitive Gaming

Experience

Django / PythonAdvancedNext.js / ReactAdvancedTypeScript / JavaScriptAdvancedPostgreSQL / MySQLAdvancedLaravel / PHPIntermediate.NET CoreIntermediateData Viz (Chart.js, Tableau)IntermediateAI/ML (LLMs, LangChain, Agents)Advanced

Tech Stack

PythonJavaScriptTypeScriptSQLDjangoLaravel.NET CoreReactNext.jsTailwind CSSPostgreSQLMySQLMongoDBSupabaseSQL ServerChart.jsTableauTensorFlowLangChain

Education

  • Tertiary

    Mindanao State University

    A.Y 2021 - 2025

  • Senior High School

    Mindanao State University

    A.Y 2019 - 2021

  • Junior High School

    GSC SPED Integrated School

    A.Y 2015 - 2019

  • Elementary

    The Heritage Academy of the Philippines

    A.Y 2009 - 2015
Projects
Completed across web, data, and ops
16
Skills
Core stack + supporting tools
120
Years of Experience
Professional & freelance
2
Clients Served
SMBs, startups, agencies
3
Certifications
Tech & analytics credentials
20
Production Deployments
5+ web apps & APIs shipped
5
Public & Private Repos
Open-source + samples
39

Focus right now

Shipping reliable product features, polishing UI details, and keeping data dashboards fast and honest.

My Story

I’m a BSIT (Major in Database) graduate—cum laude—who found my groove at the intersection of data and full-stack engineering. Hackathons sharpened both my pace and teamwork, while real projects turned those skills into systems people rely on.

I’ve built for conservation, government, and operations: COTSEYE (a Django + JS crowd-mapping tool for Crown-of-Thorns monitoring), VIMS (a Next.js + Supabase vessel inventory system), and an LGU fund-utilization & cooperative-profiling platform (Django). Along the way, I doubled down on clean schemas, fast queries, and dashboards that tell the truth.

Today, I focus on shipping practical, well-designed systems— normalized data models, reliable APIs, and interfaces that stay out of the way. I move fast, measure impact, and document everything clearly so teams can build with confidence.

DjangoLaravelNext.jsReactSupabasePostgreSQLMySQLMongoDBTailwindChart.jsLeafletRemixCloudflarePlausible AnalyticsFly.ioRedis

Highlights

  • COTSEYE: crowd-mapping for marine conservation (Django, JS).
  • VIMS: vessel inventory system (Next.js, Supabase, Tailwind).
  • LGU Gensan: fund utilization & cooperative profiling (Django).

Achievements

  • Graduated as Cum Laude and PSITE XII Most Outstanding IT Student
  • Hack4Gov3 National Finals – 4th Place (Oct 2024)
  • Hack4Gov3 Region 12 – Champion & Excellence Awardee (Aug 2024)
  • JITS IT Week Hackathon – Champion (2024 & 2023)

Principles

Clarity over cleverness • Small PRs • Measure, don’t guess • Docs your future-you will thank.

What I Do

Full-stack Apps

Ship responsive, production-ready apps with Next.js/React, Django/Laravel, and Supabase.

Database Design

Model normalized schemas and write efficient SQL on PostgreSQL/MySQL; work with MongoDB when needed.

Data Analysis

Clean and visualize data via Python (Pandas, Matplotlib) and Chart.js/Looker/Tableau.

UX-first UIs

Craft accessible interfaces using Tailwind + shadcn/ui with clear, consistent patterns.

AI Integration

Prototype AI features using TensorFlow, LangChain, and Teachable Machine for smart workflows.

Maps & GIS

Build location-aware features with Leaflet and basic GIS workflows.

Secure by Default

Follow safe coding practices, reviews, and least-privilege patterns.

Docs & Handover

UML/DFD diagrams, clean READMEs, and setup guides teams can trust.

Core Skills

Web Development

DjangoLaravel 12Alpine.jsViteReactJSNextJSPHPTypeScriptJavaScriptjQueryHTML5CSS3Bootstrap (Responsive Design)Tailwind CSS.NET / ASP.NET Core

Frontend Technologies

JavaScriptReactJSNextJSPWA (Progressive Web App)Tailwind CSSBootstrapjQuery + DataTablesNuxt (Vue)Vue.jsFramer MotionSonnerEmbla Carousellucide-reactRadix UIRemix

Backend & Frameworks

Django (Python)Laravel (PHP)SupabaseREST API DevelopmentWebhooksWhatsApp Business API (Notifications)Web PushGraphQL (Apollo Client + GraphQL Yoga)Node.jsDrizzle ORMPrismaHonoRedis

Programming Languages

PythonPHPTypeScriptJavaScriptSQL (MySQL, PostgreSQL)NoSQL (MongoDB)CC# (Upskilling)

AI & Machine Learning

LangChain IntegrationFranc (Language Detection)Google Teachable MachineTensorFlowPrompt EngineeringMachine LearningOpenVINO

Data Analytics & Visualization

Data AnalysisChart.jsGoogle Looker StudioTableauVisualize Your Data (SoloLearn)Scientific Computing with PythonOpenPyXLStreamlitPower BIPlausible Analytics

Database Systems

MySQLPostgreSQLSQLiteMongoDBSQL Server 2022PostgreSQL Triggers / PL/pgSQL

Geospatial Technologies

Leaflet Maps IntegrationGeographic Information Systems (GIS)QGIS

Software Design & Documentation

UML DiagrammingData Flow Diagramming

Tools & Platforms

GitGitHub & GitHub ActionsVS CodeGoogle Cloud PlatformCloudflare Image TransformationAWSRailwayRenderDocker

Testing

JestReact Testing Library

Services

API & Backend Services

Designing and integrating RESTful APIs and scalable backend systems.

Data Visualization

Transforming data into insights through charts and interactive dashboards.

Full-Stack Development

Building responsive web applications with Next.js, Django, and modern tooling.

UI/UX Design

Crafting accessible interfaces focused on clarity and usability.

Skills

Other Skills

Supporting tools and workflows that help teams ship with clarity.

CTF

Categories

ForensicsReverse EngineeringOSINTMalware Analysis

Tools used

Kali LinuxBinwalkHexeditAutopsyHindsightGhidrax64Dbg
Working with Data

Skills

Data Analysis SkillData VisualizationData StorytellingSQL

Tools

WekaTableauJamoviExcelPGAdmin4DBeaverGoogle Looker StudioBusiness Intelligence (BI)

Used in App Development

Chart.jsPandasMatplotlibSeabornTensorFlowScikit-learn

Databases

MySQLPostgreSQLMongoDBSQLite
Other Skills

DevOps

GitDockerDevSecOpsViteGoogle CloudRenderVercelCloudflareFly.io

Command Line & Process

Linux CommandsBash ScriptingWindows OSWSL Linux (Linux Mint, UbuntuPowerShell CommandsMarkdown LanguageProject DocumentationSoftware Development Life Cycle (SDLC)

Development

Front-End DevelopmentBack-End DevelopmentChatbot DevelopmentDatabase Administration

AI & Prompting

AI PromptingPrompt EngineeringOpenClawAgentic WorkflowsProject Planning with AIAutomationGenerative AISEOContent Optimization

Specialized

Geographic Information System (GIS)Cybersecurityx86-64 Assembly Language (studying)
Soft Skills

General Abilities

Creative Problem SolvingAnalytical SkillsClerical SkillsNumerical AnalysisDatabase AdministrationCritical ThinkingResearchProblem SolvingDesign ThinkingAgile CollaborationDocumentationPresentation SkillsEntrepreneurship
UI/UX

UI/UX

FigmaCanvaVisio

React Component Libraries

ShadCNMaterial UIHeroIcons

Wireframing/Diagrams

UML DiagramsDraw.ioSketch