AI systems · browser automation · cloud backend

Ngo Hoai Nam

I build AI systems that survive outside notebooks.

AI student and builder focused on applied AI systems across vision-language models, computer vision, information retrieval, browser automation, and cloud-deployed backend services. Seeking opportunities to turn research ideas into reliable, measurable products with strong engineering practices.

46 real-browser tests
6 flagship projects
<5s typical VLM latency

Proof, not promises.

Top builds — full detail on the Work page.

01
MCP Browser automation remote gif

MCP Browser

AI Tooling / Browser Automation

AI agents need reliable browser control, but vanilla Playwright-based MCP servers often fail on bot-protected websites due to fingerprinting, Cloudflare, reCAPTCHA, and anti-automation checks. Integrated CloakBrowser stealth Chromium with MCP, humanized interactions, semantic snapshots, multi-session isolation, workflow…

PythonFastMCPPlaywrightCloakBrowserMCPFFmpeg
02
mp4 demo

PPE Detection System

Computer Vision / Safety Monitoring

Workplace safety checks for helmets, vests, gloves, and boots are often manual, slow, and inconsistent in construction or industrial environments. Extended object detection into per-worker safety reasoning by combining YOLOv8/RT-DETR detections with rule-based logic that checks PPE inside each worker bounding box and flags no_*…

YOLOv8RT-DETRPythonOpenCVStreamlit
03
Vietnamese captioning dataset dataset cover

Vietnamese Image Captioning System

Vision-Language / Vietnamese NLP

Vietnamese image captioning is challenging because existing vision-language models have limited Vietnamese support and struggle with diacritics and tone marks. Adapted BLIP for Vietnamese caption generation with dual accented/unaccented pipelines, using PhoBERT for accented Vietnamese and BERT for unaccented text. Achieved best…

BLIPPhoBERTBERTPyTorchTransformers
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+ 3 more projects — See all work

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