Skip to content
View BerattCelikk's full-sized avatar
:shipit:
Software Developer & Engineer | Founder of Coddiom | AI & Cloud | coddiom.com
:shipit:
Software Developer & Engineer | Founder of Coddiom | AI & Cloud | coddiom.com
474 followers · 502 following

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Organizations

@GoktulgaHS @CODDIOM @Bilgisayar-Kavramlari-Toplulugu @Tulpar-FF

Block or report BerattCelikk

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
BerattCelikk/README.md

Visitor Count

MasterHead

๐Ÿ‘‹ Hello, I'm Berat Erol ร‡elik

Role Badge Location Badge

๐Ÿš€ Passionate Machine Learning Engineer & Software Developer

Daily Log Latest Insight

Kaggle S6E9 Rank ARC-AGI-2 BioHub Cell Tracking RSNA Knee MRI Kaggle Models Kaggle Streak

LinkedIn Medium Kaggle Email

Total Commits Total Stars Total Repos Followers

๐Ÿ“ Latest Deep-Dive Engineering Articles on Medium

๐Ÿงฉ Cracking the $1.1M ARC-AGI Challenge: How Symbolic Symmetry & D4 Dihedral Invariance Scored 31.39
Few-shot inductive reasoning, discrete dihedral group search, and our solution reaching global Top ~200. 		๐Ÿ“Š Mastering Kaggle Tabular Competitions: Adversarial Validation (AUC 0.50285) & Rank Stacking
CTGAN synthetic drift mitigation, target encoding out-of-fold, and securing a Top 10% Bronze Medal in S6E9.
๐Ÿ”ฌ Volumetric Cell Tracking in Compressed 4D Microscopy: Overcoming Blosc2 Zarr & Hungarian Matching
Solving the 0.000 hurdle in Chan Zuckerberg BioHub $60k Challenge to reach 0.145. 		๐Ÿฉป Breaking the 0.500 ROC-AUC Barrier on RSNA Knee MRI: Multi-Signal Pathology Decomposition
Why constant Bayesian priors fail under ROC-AUC, and how decomposing fluid, disruption, and sclerosis scored 0.506 in the $77k challenge.

๐Ÿ“Š Stats & Activity

GitHub Trophies
GitHub Stats
Top Languages
GitHub Streak Stats
HackerRank Stats

๐Ÿ’ซ About Me

๐ŸŽ“ Academic & Leadership

  • ๐Ÿš€ 3rd Year Software Engineering Student focusing on scalable software systems.
  • ๐Ÿข Founder of Coddiom leading innovative technology solutions.
  • ๐Ÿค– AI Mentor providing technical guidance in Machine Learning & AI development.
  • ๐Ÿ’ผ Freelance AI Developer specializing in custom AI solutions, automation, and AI agents.

๐ŸŽฏ Current Focus & Goals

  • ๐Ÿค– Building AI Agents and advanced LLM Architectures.
  • โš™๏ธ Implementing AI Automation systems for business efficiency.
  • โ˜๏ธ Deep diving into AWS Cloud Architecture for model deployment.

๐Ÿš€ Featured Projects & Products

AI-Powered SaaS & Business Solutions:

  • ๐Ÿค– Coddiom - AI Agency | Custom AI Solutions & Automation
  • ๐Ÿ“ฑ PostByPrompt.com - Autonomous Social Media Content Generation SaaS
  • ๐Ÿ  ร‡elikEstate.com - AI-Powered Real Estate Portal & Valuation Engine

๐ŸŒ Connect & Resources

๐Ÿ’ป Skills & Tools

Languages & Core Technologies

python java c r html5 css3 bash

AI & Data Science

tensorflow pytorch keras scikit-learn opencv pandas numpy

Backend & Frameworks

django fastapi flask react streamlit nodejs

Database & Cloud & DevOps

aws docker postgres mysql mongodb gh-actions

๐Ÿ Contribution Snake

github contribution grid snake animation

๐Ÿ† Activity Graph

Activity Graph

Random Quote

โ˜• Support Me

If you find my projects or profile useful, feel free to support my work:

BuyMeACoffee Ko-Fi

Pinned Loading

  1. CODDIOM/WaterTwin-AI-With-LLM CODDIOM/WaterTwin-AI-With-LLM Public

    A sophisticated Digital Twin for rainwater harvesting that leverages Gemini 2.0 Flash (LLM) for generative engineering intelligence and Scikit-Learn for predictive water consumption modeling.

    Python 2 3

  2. Aidea-Kamp-Codiom Aidea-Kamp-Codiom Public

    Collaborative development environment and project repository for the Coddiom agency. Featuring AI-driven workflows, product scaling experiments, and automated content generation pipelines.

    Jupyter Notebook 8

  3. coddiom-daily-log coddiom-daily-log Public

    Daily development journal and engineering log for Coddiom. Tracking my daily progress on AI agents, backend architectures, and startup development.

    2

  4. CODDIOM/PatentAI CODDIOM/PatentAI Public

    PatentAI: AI-powered patent gap analysis and innovation consultant using Llama 3, FAISS, and SentenceTransformers.

    Jupyter Notebook 1 3