Türkiye

Emir Hüseyin İnci

@emirhuseynrmx

Rust systems engineer building deterministic decision engines, proof-carrying AI infrastructure, and applied ML systems. Creator of Calybris Core.

emirhuseyin.tech

calybris-core. Deterministic proof-carrying decision core with replay verification, WAL, and fixed-point budget proofs

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emirhuseynrmx.

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rag-chatbot. Local RAG chatbot template for documents, source-aware retrieval, and FastAPI endpoints.

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aera. Autonomous AI CFO for SMEs built with Rust, Axum & Polars

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criteo-uplift-modeling-benchmark. A modular Python benchmark for uplift modeling on the Criteo dataset, comparing S-Learner, T-Learner, X-Learner, DR-Learner, Causal Forest, and response-model targeting policies.

1

datathonyzta. Python

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aegis. Prescriptive churn analytics with calibrated risk, uplift evidence, SHAP, counterfactuals, expected-value decisions, and a Next.js operations dashboard.

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tradingview-strategy-risk-lab. TradingView strategy risk lab with model training, SHAP/DiCE explainability, Pydantic v2 validation, and Litestar API.

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churn-prediction-retention-report. Production-style churn prediction pipeline with calibrated risk scores, SHAP explanations, retention recommendations, validated outputs, and PDF reports.

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price-monitor-pipeline. Python pipeline for tracking public product prices and generating clean alert reports.

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tradingview-bandit-alert-router. Litestar TradingView alert router with Thompson Sampling, Pydantic v2 validation, risk guards, and reward feedback.

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scraping-data-pipeline. Production-style Python web scraping pipeline with Pandera validation, typed records, tests, and CSV/JSONL exports.

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telegram-business-bot. Telegram bot template for lead capture, FAQs, alerts, and small-business automation.

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data-quality-cleaning-api. CRM lead-list cleaning API for CSV/JSON cleanup, email and phone normalization, duplicate checks, and data quality reports.

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csv-excel-cleaning-toolkit. Python toolkit for cleaning messy CSV and Excel files into analysis-ready outputs.

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rl-pricing-bandit-simulator. Litestar microservice for Thompson Sampling pricing experiments, reward feedback, and offline replay simulation.

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trading-performance-report-kit. Trade CSV to client-ready trading performance reports with metrics, charts, and PDF output.

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counterfactual-lead-scoring-lab. Lead scoring model-training lab with Litestar, Pydantic v2, SHAP drivers, and DiCE counterfactual planning.

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n8n-business-automation-workflows. Tested n8n workflow templates for small-business automation.

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emirhuseynrmx.github.io. Personal portfolio, Calybris Engine overview, and GOVERIS product pages

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