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Ayushhpatel04/README.md

Ayush Patel

Data Analyst · Data Engineer · BI Developer

Technical Skills

Languages Python · SQL · R · PL/SQL

Data Analysis & Visualization Pandas · NumPy · Power BI · Tableau · Matplotlib · Seaborn · Looker · SSRS

Machine Learning & AI Scikit-learn · TensorFlow · PyTorch · OpenCV · LangChain · NLP

Cloud Platforms Azure (Data Lake, Data Factory, Databricks) · Snowflake · BigQuery · AWS · GCP

Databases PostgreSQL · MySQL · SQL Server · Oracle · MongoDB · Cassandra

ETL & Big Data Apache Spark · PySpark · Airflow · Azure Data Factory · Kafka · Hadoop · Hive

Tools & Workflow Git · JIRA · Confluence · ServiceNow · n8n · Zapier · SAP ERP · Salesforce

Methodologies Agile · Scrum · SDLC · Data Governance · Data Quality Management · A/B Testing


Projects

Adaptive Multi-Agent Chatbot System Modular multi-agent system with specialized agents (General, AI, Admissions) using dynamic query routing and reinforcement learning. Implemented Q-learning to optimize LLM response parameters in real-time. Integrated LangChain memory and FAISS vector store for semantic retrieval across multi-turn conversations. Python LangChain Mistral FastAPI FAISS Q-Learning


Bank Loan Performance Analysis Suite of 3 Power BI dashboards (Summary, Overview, Details) tracking loan portfolio performance across 38.6K applications and $435.8M in funded amounts. Built complex SQL queries and DAX measures for real-time KPI monitoring, geospatial mapping, and monthly trend forecasting. SQL Power BI DAX Excel Data Modeling


Facial Expression Recognition CNN-based deep learning model classifying facial images into four emotional categories. Augmented the FER2013 dataset with 1,500+ custom-scraped images. Applied HAAR classifiers and Unsharp Masking for preprocessing. Achieved 70% accuracy using Adam optimizer with early stopping across 100 epochs. TensorFlow CNN OpenCV Python Matplotlib


Warzone: Multi-Agent Strategy Game Engine 10,000+ LOC game engine built in Java using MVC architecture and SOLID principles. Engineered 4 distinct AI player modes using the Strategy Pattern. Integrated custom map editor, JUnit 5 test suites, and Java Serialization for state management. Java JUnit 5 Maven Java Swing Design Patterns


Education

M.S. Applied Computer Science — Data Analytics & AI Focus Concordia University, Montreal · 2023 – 2025

B.S. Computer Science & Engineering Gujarat Technological University, India · 2019 – 2023


Certifications

Microsoft Certified: Power BI Data Analyst Associate – PL-300 Microsoft Certified: Azure Fundamentals – AZ-900 SQL Bootcamp (T-SQL) — Udemy Power BI for Business Intelligence — Udemy


GitHub Stats Top Languages

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  1. Facial-Expression-Recognition Facial-Expression-Recognition Public

    Forked from vijendraahirwal/AppliedAI

    Python

  2. OSMDashboard-Winter-2024-SOEN-6431 OSMDashboard-Winter-2024-SOEN-6431 Public

    Forked from rilling/OSMDashboard-Winter-2024-SOEN-6431

    OpenStreetMaps Dashboard for OpenTracks

    Java

  3. Warzone-Game-APP-U12 Warzone-Game-APP-U12 Public

    Forked from jenish-1990/Warzone-Game-APP-U12

    Java

  4. Adaptive-MultiAgent-Chatbot-System Adaptive-MultiAgent-Chatbot-System Public

    Python

  5. TD-Bank-Loan-Data-Analysis TD-Bank-Loan-Data-Analysis Public

    Finance Domain | Bank Loan Analysis. This repository contains a comprehensive bank loan report tailored for tracking lending activities, assessing loan performance, and making data-driven decisions…