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i-mein/README.md

Hi there ๐Ÿ‘‹

Research Data Scientist and full stack developer. I enjoy turning research ideas into real-world solutions across machine learning, data platforms, and modern web applications.

Languages & Tools

Languages

Languages

AI / Data

AI and Data Tools

AI coding

Claude Codex GitHub Copilot Antigravity

Frameworks / Platforms

Frameworks and Platforms

Agentic Frameworks

Google ADK CrewAI pi LangChain LangGraph uAgents

Cloud / Dev Tools

Cloud and Developer Tools

Web3

Web3.js Smart Contracts

Featured Projects (coming soon..)

Automated Defect Detection for LPBF Additive Manufacturing

AI-powered digital twin for Laser Powder Bed Fusion metal 3d printing, combining post-build defect analysis, defect severity scoring, thermal analysis, and inspection reporting in a single interface.

Tech stack
Python, PyTorch, YOLO, Kafka, streamlit, React.js

EU Project(s): Twin4Twin

Repository: Private company repository

Video: [Link to public video coming soon..]

LPBF defect detection fused UI visual

Energy Management Systems for Industrial Plants

Energy-aware optimisation and decision-support platform for industrial plants, focused on energy availability, price signals, KPIs, operational constraints, and optimization across equipment, utilities, and operational processes.

Tech stack
Python, pyomo, streamlit

EU Project(s): TRINEFLEX

Repository: Private company repository

Private project placeholder screenshot

A Multi-agent system as Knowledge-base Assistant

Multi-agent assistant designed to answer domain questions over internal knowledge sources, coordinate specialized reasoning steps, and support daily enterprise workflows with grounded responses.

Tech stack
Python, google-adk, LLM orchestration, RAG, vector search

Repository: Private company repository

Private project placeholder screenshot

Personal AI Assistant with Slack Integration

Conversational AI assistant integrated into Slack to support team Q&A, summarize discussions, surface useful context, and automate day-to-day knowledge work.

Tech stack
Slack API, Python, FastAPI, LLMs, embeddings, automation workflows

Repository: [coming soon..]

Slack assistant placeholder screenshot

Distric Heating System Optimisation - Vransko Use case

Optimization and decision-support platform for district heating operations, focused on energy efficiency, demand-supply balancing, and smarter control strategies for the Vransko use case.

Tech stack
Python, optimization models, forecasting, IoT data integration, analytics dashboards, APIs

EU Project(s) InDeal

Repository: [coming soon..]

District heating optimization placeholder screenshot

Hackathons

Kaggle Competitions Rank Kaggle Notebooks Rank

Hackathon / Competition Result Highlights
Google Research: Identify Contrails to Reduce Global Warming Top 1% (11/954) Solution writeup
TensorFlow: Help Protect the Great Barrier Reef Top 1% (11/2025) Solution writeup
American Express: Default Prediction Top 1% (13/4874) Solution writeup
EYDAP Innovation Challenge (Part B) 2nd place Innovation challenge finalist result

Pinned Loading

  1. Multi-Agent-Research-Assistant-CrewAI Multi-Agent-Research-Assistant-CrewAI Public

    A multi-agent system with CrewAI

    Python 4

  2. Kaggle-TGBR-11th-sol Kaggle-TGBR-11th-sol Public

    Forked from ZiyueWang25/Kaggle_TGBR

    Kaggle-TensorFlow - Help Protect the Great Barrier Reef

    Jupyter Notebook

  3. CrowdAnalytix-Gamma-log-facies-prediction CrowdAnalytix-Gamma-log-facies-prediction Public

    CrowdANALYTIX Competition: Develop an algorithm to predict Log Facies type from given Gamma-Ray values (LB # 35th)

    Jupyter Notebook 2

  4. KAERI-Collider-Detection-4th-Sol KAERI-Collider-Detection-4th-Sol Public

    DACON Competition | Collider Detection AI for early diagnosis of faults in Nuclear Power Plants using Vibration data (LB #7th)

    Jupyter Notebook 1 1

  5. DrivenData-OpenAI-Caribbean-Competition DrivenData-OpenAI-Caribbean-Competition Public

    Driven Data Competition - AI Caribbean Challenge: Mapping Disaster Risk from Aerial Imagery (LB #100th)

    Jupyter Notebook

  6. DeepLearningExamples DeepLearningExamples Public

    Forked from NVIDIA/DeepLearningExamples

    Deep Learning Examples

    Python