Passionate about Generative AI and Data Science. Skilled in data analysis, machine learning, and visualization with Power BI Desktop
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
samjoesilvano.github.io
February 17, 2026 – Present
samjoesilvano.github.io — GitHub repository
View ProjectFinancial-Agentic-AI
April 10, 2025 – April 11, 2025
Financial-Agentic-AI — GitHub repository
View ProjectInsurance-Agentic-AI
March 25, 2025 – April 29, 2025
Insurance AI Assistant A smart system combining PostgreSQL, Milvus, and specialized AI agents (Life/Home/Auto) to answer insurance queries accurately. Features real-time sync, semantic search via OpenAI embeddings, and a Streamlit UI. Perfect for insurance tech demos or customer service augmentation.
View ProjectNetwork_Security
November 4, 2024 – November 7, 2024
Network_Security — GitHub repository
View ProjectMulti-Source-Knowledge-Retrieval-System
October 24, 2024 – November 3, 2024
An end-to-end multi-source knowledge retrieval system using LangChain, FAISS, and OpenAI embeddings. This Retrieval-Augmented Generation (RAG) pipeline intelligently searches across Wikipedia, arXiv, and custom websites, optimizing source selection and delivering precise, real-time results based on query relevance.
View ProjectETL-Weather-Pipeline-using-Apache-Airflow
October 16, 2024 – November 3, 2024
This repository contains an End-to-End Weather Data ETL Pipeline built using Apache Airflow. It automates the daily extraction, transformation, and loading of weather data from the Open-Meteo API into a PostgreSQL database, enabling analysis of weather patterns. The project leverages Docker for containerization and uses DBeaver for visualization.
View ProjectAdventureWorks_Sales_Performance_Dashboard
September 25, 2024 – November 13, 2024
Createed an interactive 4-page dashboard for AdventureWorks that visualizes key sales metrics—including revenue, profit, orders, and return rates—across 2020 to 2022. Featuring dynamic geographic analysis and detailed customer insights, this dashboard empowers data-driven decision-making and enhances business performance.
View ProjectBajaj_Flask_Backend
September 22, 2024 – September 22, 2024
Bajaj_Flask_Backend — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects demonstrate a strong interest in AI/ML and data engineering, aligning with a Machine Learning role. The diversity of personal projects (AI agents, RAG systems, ETL pipelines, dashboards) shows a broad technical curiosity. However, the lack of team-based projects or formal work experience makes it challenging to fully assess cultural fit in a collaborative professional environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to conceptualize and implement end-to-end systems. The focus on personal projects suggests self-motivation and initiative. However, without formal work experience or psychometric test results, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional setting.