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Hi, I'm Edsequille Publico, an AI/ML Engineer with a track record of building end-to-end AI solutions, from real-time computer vision to predictive health analytics. I enjoy turning complex data into practical tools, collaborating with cross-functional teams, and shipping production-ready systems. I've shipped firmware and software for hardware devices, trained and deployed multimodal models, and built API-driven services and dashboards. I love learning new tech, optimizing pipelines, and applying AI to public health, safety, and innovative hardware applications.…Hi, I'm Edsequille Publico, an AI/ML Engineer with a track record of building end-to-end AI solutions, from real-time computer vision to predictive health analytics. I enjoy turning complex data into practical tools, collaborating with cross-functional teams, and shipping production-ready systems. I've shipped firmware and software for hardware devices, trained and deployed multimodal models, and built API-driven services and dashboards. I love learning new tech, optimizing pipelines, and applying AI to public health, safety, and innovative hardware applications.

Edsequille Publico

AI Engineer, Data Scientist, AI Developer, +3

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Hi, I'm Edsequille Publico, an AI/ML Engineer with a track record of building end-to-end AI solutions, from real-time computer vision to predictive health analytics. I enjoy turning complex data into practical tools, collaborating with cross-functional teams, and shipping production-ready systems. I've shipped firmware and software for hardware devices, trained and deployed multimodal models, and built API-driven services and dashboards. I love learning new tech, optimizing pipelines, and applying AI to public health, safety, and innovative hardware applications.…Hi, I'm Edsequille Publico, an AI/ML Engineer with a track record of building end-to-end AI solutions, from real-time computer vision to predictive health analytics. I enjoy turning complex data into practical tools, collaborating with cross-functional teams, and shipping production-ready systems. I've shipped firmware and software for hardware devices, trained and deployed multimodal models, and built API-driven services and dashboards. I love learning new tech, optimizing pipelines, and applying AI to public health, safety, and innovative hardware applications.

Available to hire

Hi, I’m Edsequille Publico, an AI/ML Engineer with a track record of building end-to-end AI solutions, from real-time computer vision to predictive health analytics. I enjoy turning complex data into practical tools, collaborating with cross-functional teams, and shipping production-ready systems.

I’ve shipped firmware and software for hardware devices, trained and deployed multimodal models, and built API-driven services and dashboards. I love learning new tech, optimizing pipelines, and applying AI to public health, safety, and innovative hardware applications.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Senior Software Engineer at Grandsun Advanced Electronics Philippines Co Inc

December 1, 2020 - October 1, 2024

Developed and tested firmware for audio and Bluetooth devices; conducted software verification and performance validation; provided technical support to production teams and customer service; prepared engineering documents including process documentation and development reports; implemented engineering control procedures and trial production processes; handled version control and continuous improvement initiatives; built internal production automation tools using Python.

AI/Machine Learning Developer at Enritech

March 1, 2025 - Present

Trained and fine-tuned multimodal and computer vision models (YOLO, Qwen-VL) using DeepSpeed, LoRA, and QLoRA. Built end-to-end model pipelines including dataset preparation, training configuration, and experiment tracking. Deployed LLM and VLM models on Runpod Serverless; configured GPU workers and deployment endpoints. Developed production-ready FastAPI inference servers; built Docker images and optimized containers for deployment. Managed Hugging Face repositories including safetensors, version control, and model cards. Designed scalable API endpoints for mobile and web app consumption.

Prompt Engineer (Part-time) at RM Worthy Virtual Assistants

September 1, 2025 - Present

Designed AI agents and workflow automations using Hatz AI and n8n. Created system prompts, multi-step logic flows, and task automations. Configured integrations, conditional flows, and basic workflow logic for business operations.

Senior Software Engineer at Grand Sun Advanced Electronics

December 1, 2020 - October 31, 2024

Developed firmware for audio and Bluetooth devices; conducted software verification and performance validation; prepared engineering documentation; implemented engineering control procedures and trial production processes; handled version control and continuous improvement initiatives; provided technical support to production teams and customer service.

AI/ML Engineer at EnriTech

March 1, 2025 - Present

Trained and finetuned multimodal and computer vision models (YOLO, Qwen-VL) using DeepSpeed, LoRA, and QLoRA. Built end-to-end model pipelines including data preparation, training configuration, and experiment tracking. Deployed LLM and VLM models on Runpod Serverless; configured GPU workers and deployment endpoints. Developed production-ready FastAPI inference servers; built Docker images and optimized containers for deployment. Managed Hugging Face repositories with version control and model cards. Designed API endpoints for mobile and web app consumption.

Prompt Engineer (Part-time) at Worthy Virtual Assistant

September 1, 2025 - Present

Designed AI agents and workflow automations using Haz AI and n8n; created system prompts, multi-step logical flows, and task automation. Configured integrations, conditional flows, and basic workflow logic for business operations.