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Amazon
Data Scientist
June 24, 2026 – Present
RAGLight
December 12, 2024 – Present
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
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Spotify API sample using FastAPI
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Monitor and Remote Control of your IoT Devices Made for Linode x Hashnode Hackathon
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August 10, 2021 – September 2, 2021
An efficient AI to extract the text from an invoice
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July 2, 2021 – March 2, 2025
Levenshtein distance function as C Extension for Python 3
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December 6, 2020 – February 11, 2021
Userscript to add the total duration of a youtube playlist
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November 13, 2020 – July 22, 2022
Python Implementation of KMeans, KMedoids, Naive Bayes Classifier, NLP
View ProjectCultural Fit Analysis
The candidate's projects demonstrate a strong personal drive and interest in diverse technical areas, from core ML algorithms to web development and IoT. The current role at Amazon as a Data Scientist aligns well with the target role. However, the experience level is listed as 0, which contradicts the current employment, making it difficult to fully assess cultural fit for a senior role without more context on the Amazon experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but no direct communication or psychometric test results are available for evaluation.