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minkhant1996/README.md

Min Khant Soe

Senior AI Developer | Agentic AI & Multi-Agent Systems | LLM & Generative AI

LinkedIn Email


About Me

Senior AI Developer who ships production AI systems end-to-end -from architecture to deployment. I build agentic AI systems, multi-agent orchestration pipelines, and LLM-powered products that automate real business workflows. With a Master's in Data Science & AI and a Mechatronics Engineering foundation, I bring the full stack: system design, scalable infrastructure, cost optimization, and hands-on deep learning. Currently owning AI product development at The Brooker Group -building intelligent chatbots, content automation agents, and AI-powered consumer products serving real users.


What I Do

  • Agentic AI & Multi-Agent Systems -Architect autonomous AI agents and multi-agent orchestration pipelines that handle complex workflows end-to-end with minimal human intervention
  • LLM & Conversational AI -Build production-grade chatbots and assistants powered by RAG, semantic search, prompt engineering, and fine-tuned models (LLaMA, Qwen)
  • AI-Powered Automation -Design content automation pipelines, internal AI assistants, and intelligent systems that cut operational costs and scale across teams
  • Generative AI -Ship products using Stable Diffusion, AI storytelling, face restoration, voice cloning, and text-to-speech
  • Computer Vision -Deliver object detection, segmentation, facial recognition, pose estimation, and 2D/3D point cloud processing solutions
  • Full-Stack AI Engineering -Own the full product lifecycle -system architecture, secure & scalable DB design, cloud infrastructure (AWS), and production optimization
  • HR-Portal and Career Portal - Built for Brooker Group PCL Thailand (AI-Native Support)
  • VC Monitoring - VC and their portfolio companies' Social Activities Tracking, Quaterly Report Tracking, Data Room, 2nd Brain Sync, Weekly Reporting and Risk Alerts
  • Investor Onboarding Pipeline and Fund Management - AI Native Support for analyzing and reporting - Fund, Investor, Capital Call, Events, Onboarding, Data Room, 2nd Brain Sync, and Weekly Reporting

Tech Stack

LLM & Agentic AI

OpenAI Anthropic Gemini LangChain LangGraph Hugging Face RAG TTS STT Prompt Engineering

Deep Learning & Computer Vision

PyTorch TensorFlow Keras Stable Diffusion OpenCV YOLO

Languages

Python TypeScript JavaScript C++ Swift

Web & Backend

FastAPI Django Flask React Next.js

Databases & Vector Stores

PostgreSQL MongoDB Neo4j Pinecone Redis

Cloud & DevOps

AWS GCP Docker Git GitHub Actions


Experience

Senior AI Developer

Jul 2025 - Present | Bangkok, Thailand

Full product ownership -research, system architecting, coding, shipping, maintenance & optimization.

Responsibility Description
System Architecting Designing secure, scalable architectures including DB schema design, infrastructure planning, and end-to-end technical decisions
Internal AI Agents Built AI agent systems to streamline company workflows and automate repetitive tasks across teams
Robinhood AI Chatbot Built an AI-powered chatbot with contextual understanding and automated response handling for customer interactions
Content Automation Agents Designed AI agent pipelines automating content creation, processing, and distribution workflows
Cost & Latency Optimization Optimized infrastructure and AI pipelines to reduce operational costs and minimize latency in production

AI Developer

Jul 2023 - Dec 2024 | Bangkok, Thailand

Product Description
BrookStoryBook AI-powered personalized digital storybook platform generating custom narratives and illustrations tailored to users
BotStudio Platform Full-stack bot integration with LLM conversational AI, semantic search (LangChain), LINE messaging, AWS (EC2, S3, RDS)
Character Chatbots AI character chatbots with Stable Diffusion avatars, multimodal input (vision + text), NER, and intent detection
Brookreator QR code generation, auto portrait cropping, face restoration (CodeFormer), LINE chatbot for image/video generation
R&D Fine-tuned LLMs (LLaMA-2, Qwen), voice cloning, TTS, singing voice conversion, video generation with Stable Diffusion

Research Assistant

May 2022 - Sep 2023 | Asian Institute of Technology, Thailand

Focus Description
Trench Measurement System 3D point cloud processing, PCA-based 3D-to-2D conversion, custom profiling algorithms (< 5% error). Deployed on Jetson Xavier NX with Docker

Engineering Specialist

Mar 2021 - Jun 2023 | Thailand

Focus Description
Research Supervision Supervised student research on Reinforcement Learning, published at iSTEM-Ed 2023
Education Developed and taught curricula for ML, web development (Django), embedded systems/IoT, and mobile app development

Education

MEng in Data Science & AI -Asian Institute of Technology, Thailand (2021 - 2023)

  • GPA: 3.4/4.0
  • Thesis: Vision-based Simulation and Real-world Lane Following and Obstacle Avoidance with PPO

BEng in Mechatronics -Assumption University of Thailand (2017 - 2020)

  • GPA: 3.79/4.0 -Magna Cum Laude

Certifications

ML in Production ML Modeling Pipelines Health Data Science Data Science on GCP ML on GCP Self-Driving Cars Problem Solving


Languages

  • English -Fluent
  • Myanmar -Native

Open to collaborations on AI/ML projects. Let's connect!

Pinned Loading

  1. Trench-Profile-Measurement-with-3D-point-clouds Trench-Profile-Measurement-with-3D-point-clouds Public

  2. Yoga-Pose-Classification-with-Video-Dataset- Yoga-Pose-Classification-with-Video-Dataset- Public

    Me and my team did this project in Machine Learning class at Asian Institute of Technology. In this project, we collected the videos of 5 yoga poses such as "Cobra", "DownDog", "Standing Forward Be…

    Jupyter Notebook

  3. Min-StyleMatch-AI Min-StyleMatch-AI Public

    Python

  4. Live-Medical-Interpreter Live-Medical-Interpreter Public

    Real-time bilingual medical interpreter powered by Gemini Live API. Instant voice translation between doctors and patients, medical image analysis, AI-generated consultation summaries, and bilingua…

    TypeScript 1

  5. soemind-forge soemind-forge Public

    Budget-aware AI agent content studio for creating videos, images, carousels, voiceovers, music, captions, and content calendars with consistent brand assets and cost control.

    TypeScript 13 6

  6. aws-cost-dashboard aws-cost-dashboard Public

    Read-mostly AWS dashboard for non-technical stakeholders. Sanitized resource inventory, cost analytics, and budget +anomaly alerts without giving them the AWS console. FastAPI + React.

    TypeScript 1