AI Research Engineer

Shaily
Bajpai

Cheonan, South Korea  ·  IEEE Peer Reviewer

AI Engineer @ FlexiGO 2025–now
Research Assistant @ MIP Lab, Chosun University 2023–25
🏆 Patent Innovation Award 🏆 Best Presentation · ICCE 2025 📚 Graduate Research Scholarship
Download CV Publications
GitHub · LinkedIn · Scholar · Email

Press ⌘K for quick nav

Shaily Bajpai

Shaily Bajpai

AI Research Engineer
Cheonan, South Korea 🇰🇷

Experience
6+ yrs
3+ yrs in AI
Research
7
Publications · 2 Patents
Domain 1
Medical Imaging
& Deep Learning
Domain 2
Industrial CV
Defect Detection

Core Techniques

Instance Segmentation Annotation-Efficient Learning Vision–Language Models Domain Adaptation Transformer-based Vision Uncertainty-Aware Inference

Featured

Selected work.

Featured
2025 · Under Review

DentAll — Dental Segmentation & Missing-Tooth Localisation

Annotation-efficient framework for simultaneous instance-level teeth segmentation and missing-tooth detection in panoramic radiographs. Submitted to Computers in Biology and Medicine.

PyTorchInstance SegmentationMedical AI
See Publication
Featured
2025 · Deployed

Industrial Defect Detection — FlexiGO

Real-time computer vision pipeline for industrial defect detection, integrated into a C#/WPF machine UI. Deployed in production with Docker and FastAPI backend.

DockerONNXFastAPIWPFReal-time CV
Private to Company Policy

About

Driven by curiosity,
grounded in data.

I build deep learning systems for medical imaging — focusing on dental panoramic radiographs and liver MRI — to support clinical decision-making. My work spans model design, training, and deployment, with publications in IEEE, Knowledge-Based Systems, and Computers in Biology and Medicine.

Beyond medical AI, I develop applied AI systems for real-world environments: LLM pipelines, multi-agent research assistants, and computer vision integrated into industrial UIs. I work across the full stack — from research prototype to production deployment.

Actively seeking opportunities in Medical AI, LLM Engineering, and Computer Vision — research and industry alike.

Current Role

AI Engineer @ FlexiGO Inc.Industrial defect detection · FastAPI · WPF · ONNX

Research

Medical Image Analysis · Dental AI · LLM Agents · Multi-Agent Systems

Languages

English (Fluent) · Hindi (Native) · Korean (Basic)

Location

Cheonan, South Korea 🇰🇷 · Open to relocation

Skills

Tools of the trade.

Machine Learning

Deep LearningAnnotation-Efficient LearningDomain AdaptationUncertainty-Aware InferenceRobustness Analysis

Computer Vision

Object DetectionImage SegmentationVisual Anomaly DetectionVision–Language ModelsMultimodal Learning

Frameworks

PyTorchHugging Face TransformersOpenCVONNX RuntimeScikit-learn

Engineering

PythonC++C# / WPFFastAPIDocker

Experience

Where I've worked.

AI Engineer — FlexiGO Inc.

Jan 2025 – Present

Led end-to-end low-data industrial defect detection pipeline — dataset strategy, training, evaluation, and deployment into operator-facing C#/WPF inspection workflows. Developed adaptive methods robust to distribution shift; implemented uncertainty-aware inference for ambiguous case flagging.

ONNXFastAPIDockerWPFFew-shot

Research Assistant — MIP Lab, Chosun University

Feb 2023 – Jan 2025

Research on annotation-efficient and robust deep learning for medical image segmentation and localisation. Systematic ablation studies on model generalisation under noisy and imbalanced data. Co-authored multiple peer-reviewed publications.

Medical CVPyTorchSegmentationAblation Studies

Research Assistant — SunMoon University

Feb 2022 – Feb 2023

Research on industrial automation communication systems (Ethernet/IP). First-author publication at IEEE ICCAS 2022.

Ethernet/IPIEEEIndustrial Automation

Technical Head — Mechlergy

2022

Led a technical team from concept to deployment on engineering solutions, including AI integration and systems design.

LeadershipAI Systems

Projects

Built with purpose.

Research Projects

2025

DentAll — Teeth Segmentation & Missing-Tooth Localisation

Annotation-efficient deep learning for instance-level teeth segmentation and missing-tooth detection in panoramic radiographs. Under review at Computers in Biology and Medicine.

PyTorchInstance SegmentationMedical AI
GitHub
2025

DualBranchNetwork3D — Liver MRI Segmentation

Hybrid CNN–Swin Transformer model for automated cirrhotic liver segmentation on MRI. Published in IEEE Access.

Transformers3D CNNMedical CV
DOI
2025

Multi-Agent Research Assistant

Autonomous pipeline (Planner · Researcher · Writer · Editor) integrating GPT-4, arXiv, Tavily, Wikipedia. Dockerized CLI generates Markdown/HTML reports.

LLM AgentsOpenAIDocker
Code available on request

Applied AI & Deployments

2025

Multi-Agent Research Assistant

Autonomous pipeline (Planner · Researcher · Writer · Editor) integrating GPT-4, arXiv, Tavily, and Wikipedia. Dockerized CLI that generates structured Markdown/HTML reports.

LLM AgentsOpenAIDocker
Code available on request
2025

Slackbot Content Pipeline

LLM-powered Slackbot for content ideation and keyword extraction. Deployed live on Render; integrates Slack Events API and OAuth.

FlaskOpenAI APISlack API
Live DemoGitHub
2025

Industrial Defect Detection (FlexiGO)

Real-time CV defect detection integrated into a C#/WPF machine UI with ONNX Runtime and FastAPI backend services.

ONNXWPFFastAPI
Available on request
2021–22

Interactive CV & Web Apps

Realtime Object Identification, Voice Selfie, Teachable Machine demos, canvas apps, and more — all live on GitHub Pages.

TensorFlow.jsJavaScriptWeb
Live DemoGitHub

Publications

Research that matters.

Journal Articles

Conference Papers

Patents & Poster

08/2025
Patent Application

Deep Learning-Based Vision Inspection Device and Method

Patent Issuer: Flexigo Co., Ltd. (Korean) · Shaily Bajpai and Lee Ki Yong

01/2025
Patent Application

Device and Method for Segmenting Tooth Images in a Dental Diagnostic Device

Patent Issuer: Chosun University Industry-Academia Cooperation Foundation (Korean) · Shaily Bajpai and Bumshik Lee

01/2024
Poster Presentation

Missing Teeth Count and Localization Methods in Dental Radiographs: A Review

36th Workshop on Image Processing and Understanding (IPIU 2024) · Shaily Bajpai and Bumshik Lee

Certifications & Awards

Recognition & learning.

🏆 Patent Innovation Award

FlexiGO Co. Ltd. · 2026

Awarded for filing a patent on Deep Learning-Based Vision Inspection Device and Method in an industrial production environment.

PatentIndustrial AI

🏆 Best Session Presentation Award

IEEE ICCE 2025 · Presented by Professor

Awarded for the presentation of Advanced Teeth Instance Segmentation Using Contextual Spatial Attention and Deeper Mask Head.

IEEEComputer Vision

📚 Research Scholarship × 4 Semesters

Chosun University · 2023

Consecutive research scholarship awarded for all four semesters of the MSc programme based on academic and research performance.

Academic Excellence

Agentic AI

DeepLearning.AI · 2025

Certification in Agentic AI systems design and implementation.

LLM AgentsAI Systems

Generative AI: Working with LLMs

LinkedIn Learning · 2025

Certification covering large language model architectures, fine-tuning, and production deployment patterns.

LLMsGenAI

Docker on Azure

LinkedIn Learning · 2025

Containerisation and cloud deployment on Microsoft Azure with Docker.

DockerAzure

Education

Academic journey.

Feb 2023 – Feb 2025

Masters in Information & Communication Engineering

Chosun University, South Korea

Major: Deep Learning / Artificial Intelligence · GPA: 4.31 / 4.5

Aug 2014 – Jun 2018

Bachelor of Technology (Honours) — Computer Science & Engineering

Lovely Professional University, India

GPA: 7.23 / 10 · First Division

Contact

Let's connect.

Get in touch

Open to research collaborations, PhD opportunities, and industry roles.

For fastest response, email is best.
I typically reply within 24–48 hours.

Send an Email

shailybajpai.01@gmail.com

Email[email protected] ↗ GitHubdevshaily ↗ LinkedInshaily-bajpai ↗ Download CVPDF ↗ Design PortfolioCanva Site ↗
Press Ctrl / ⌘ + K to open · Esc to close