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amori27/README.md

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Profile Views Repos Contributions


+ Senior AI/ML Engineer | 42+ Production Repos | 250+ Tests Written | Open Source Contributor

Featured Work

Fleet Operations Platform

FastAPI · PostgreSQL · WebSocket · Redis

Async backend for satellite and vehicle fleet management. Real-time telemetry streaming, JWT auth, idempotent command dispatch.

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Medical RAG System

LangChain · Gemini · FastAPI · ChromaDB

Citation-grounded retrieval-augmented generation for medical and psychology documents. Structured retrieval to reduce hallucination.

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Agentic AI Framework

Python · asyncio · OpenAI

Multi-agent orchestration with async tool execution, parallel task dispatch, and chain-of-thought reasoning.

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Data Analysis Toolkit

Pandas · SQLite · Plotly · Parquet

End-to-end analytics pipeline. SQL queries (CTEs, window functions), Python analysis, interactive Plotly dashboards.

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NLP Microservice

FastAPI · spaCy · Transformers

Production NLP API: sentiment analysis, language detection (13 languages), named entity extraction, text summarization. Zero API keys.

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AI Model Monitoring

NumPy · SciPy · Matplotlib

Drift detection (KS test, PSI, chi-squared), performance tracking, threshold-based alerting for ML pipelines.

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