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Achievements

Achievement: Starstruckx2Achievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: Starstruckx2Achievement: Pair ExtraordinaireAchievement: Pull Shark

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erencice/README.md

Hi there 👋

I build AI infrastructure that ships. Econometrician by training, engineer by trade.

🔧 Stack

AI/ML · PyTorch · LangChain · scikit-learn · XGBoost · Optuna Data · Polars · Pandas · DuckDB · Apache Arrow · Great Expectations Backend · FastAPI · Python · Node.js Infra · Docker · Vercel · GitHub Actions Econometrics · statsmodels · linearmodels · DoubleML · CausalNex

🚀 What I Do

Area Examples
Agentic AI Multi-agent orchestration (Pactis), human-in-the-loop workflows, tool-use frameworks
Causal Inference DID, RDD, IV, Synthetic Control, DML for business decisions
LLM Integration RAG pipelines, fine-tuning, prompt engineering at scale
Data Science ETL/ELT pipelines, dashboards, statistical modeling, ML production
Portfolio Optimization Mean-variance, Black-Litterman, risk parity, factor models

📌 Projects

  • Pactis — Multi-agent AI orchestration platform for reliable, human-directed project delivery. pactis-ai.com
  • StatsPAI — Automated empirical analysis pipeline for applied microeconomics (DID/RD/IV/SCM) with AER-style table export.
  • Trendyol Relevance — Product search relevance (ESCI) — multi-class query-product matching and LTR.

📫 Contact

TR/EN bilingual · Based in Turkey · Working globally

Pinned Loading

  1. breast-cancer-logistic-regression breast-cancer-logistic-regression Public

    Breast tumor classification using Logistic Regression. Includes EDA, StandardScaler, SMOTE-based class balancing, and model interpretability via odds ratios and marginal effects (MEM).

    Python

  2. chatgpt-exporter chatgpt-exporter Public

    JavaScript

  3. ai-engineering-rd ai-engineering-rd Public

    Jupyter Notebook 3

  4. smote-from-scratch smote-from-scratch Public

    R