Shreeyash Paraj

Shree Portfolio

Shreeyash Paraj

Python Backend Developer AI / ML Engineer Data Science Intern

Building AI systems, backend services, and data-driven applications.

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System Metrics

Python 80%
Flask 80%
Machine Learning 70%
SQL 80%
AWS 60%

Core Competencies

Why Hire Me

⚡

Backend Engineering

  • REST APIs
  • Authentication
  • PostgreSQL
  • Database Design
  • Microservices
  • Flask
  • Django
  • FastAPI
🤖

AI / Machine Learning

  • YOLOv8
  • Computer Vision
  • Scikit-Learn
  • Pandas
  • NumPy
  • Model Training
  • Data Processing
📈

Data Eng & Analytics

  • ETL Pipelines
  • Data Cleaning
  • Analytics
  • Data Visualization
  • Data Processing
  • Automation
  • Reporting

The Laboratory

Featured Projects

QuantPulse BTC

QuantPulse BTC

FastAPI PostgreSQL SQLAlchemy Python XGBoost FinBERT Transformers Pandas WebSockets Chart.js

An advanced quantitative BTCUSD trading research and backtesting suite featuring machine learning volatility forecasting and FinBERT-powered financial news sentiment analysis.

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AWS-Hosted Virtual Classroom & Learning Platform

AWS-Hosted Virtual Classroom & Learning Platform

Flask AWS EC2 AWS RDS AWS S3 MySQL Gunicorn Nginx Python Bootstrap Boto3 Git

A production-ready cloud e-learning application leveraging AWS infrastructure (EC2, RDS, S3) with an Nginx/Gunicorn reverse proxy to provide scalable student access and resource management.

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Meeting Notes AI

Meeting Notes AI

Python FastAPI Flask OpenAI Whisper Hugging Face Transformers PyTorch NLTK TextBlob Scikit-Learn HTML CSS JavaScript

AI-powered meeting analysis platform that converts meeting audio into transcripts, summaries, action items, key discussion points, sentiment insights, and topic extraction using Whisper, NLP, and FastAPI.

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AI Smart City Issue Detection System

AI Smart City Issue Detection System

Python YOLOv8 Flask SQLite OpenCV Roboflow Bootstrap 5 Chart.js Google Colab

AI-powered smart city monitoring system that detects potholes and garbage using a custom-trained YOLOv8 model. Built with Flask, SQLite, and analytics dashboards for automated issue reporting and infrastructure monitoring.

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AI-Enhanced Intrusion Detection System

AI-Enhanced Intrusion Detection System

Python FastAPI Random Forest Scikit-Learn SQLAlchemy MySQL SQLite Plotly Pandas NumPy HTML CSS JavaScript

Machine learning-powered Intrusion Detection System (IDS) that classifies network traffic and detects cyber threats such as DDoS attacks, Botnets, Brute Force attacks, Port Scans, and Web Attacks with 99.83% accuracy using the CIC-IDS2017 dataset.

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Restaurant Recommendation System

Restaurant Recommendation System

Python FastAPI Scikit-Learn TF-IDF SQLite HTML CSS Jupyter Notebook Pickle

A machine learning-powered restaurant recommendation platform that suggests similar restaurants based on user preferences. Users can refine recommendations using budget, cuisine type, and ratings while exploring restaurant insights through interactive visualizations.

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RetailSense360

RetailSense360

Python Pandas Scikit-Learn PostgreSQL SQLAlchemy Power BI MLXtend Jupyter Notebook Joblib

Retail analytics platform that combines customer segmentation, market basket analysis, customer lifetime value prediction, SQL business intelligence, and Power BI dashboards to generate actionable retail insights and support data-driven business decisions.

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Real Estate Listings & Customer Review Analytics System

Real Estate Listings & Customer Review Analytics System

Python Pandas PostgreSQL SQLAlchemy SQL Power BI Jupyter Notebook Python-Dotenv

End-to-end real estate analytics platform that processes property listings and customer reviews, performs business intelligence analysis using PostgreSQL and SQL, and delivers actionable insights through interactive Power BI dashboards.

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Professional History

Experience

Data Science Intern

Fourise Software Solutions Pvt.Ltd
Aug 2025 – Present
  • Data Science Intern | Fourise Software Solutions Pvt. Ltd. | Aug 2025 – Jul 2026
  • Developed Computer Vision applications using YOLOv8 for object detection and infrastructure monitoring.
  • Built custom datasets through data collection, annotation, preprocessing, and augmentation.
  • Implemented web scraping and automation solutions for large-scale data acquisition and processing.
  • Developed AI-powered speech-to-text and meeting analytics systems using Whisper and NLP techniques.
  • Applied Machine Learning algorithms for classification, prediction, and data-driven decision making.
  • Performed EDA, feature engineering, model evaluation, and performance optimization.
  • Built REST APIs and backend services using Flask and FastAPI.
  • Worked with data analytics tools excle.

Technical Capability

Skills & Technologies

AI

Machine Learning Deep Learning Computer Vision Natural Language Processing (NLP) YOLOv8 Scikit-Learn TensorFlow PyTorch Generative AI Model Deployment

Backend

Python FastAPI Flask REST APIs PostgreSQL MySQL SQLite SQLAlchemy Web Scraping Automation Data Pipelines

Cloud

AWS EC2 AWS S3 AWS RDS Render Git GitHub Linux Virtual Environments CI/CD Basics Google Colab

Language

Python SQL Pandas NumPy Power BI Jupyter Notebook Git Github Matplotlib Seaborn Roboflow VS Code

Academic Journey

Education

Degree

B.Tech

Computer science engineering

D.Y.Patil Agricultural and Technical University Talsande

2023 - 2026
Major Coursework: Python, Operating Systems, Database Systems, OOP, SQL CGPA: 7.2
Diploma

Diploma MSBTE

Computer science engineering

Sharad Institute of technology polytechnic Yadrav

2021 - 2023
Major Coursework: Operating Systems, RDBMS, Basic Programming, Python CGPA: 6.9
SSC

SSC

Danoli Highschool Danoli

2013 - 2019
Grade: 74%

Professional Validation

Certifications

Applied Data Science

Applied Data Science

SmartBridge

Issued: May 2026

ID: CC-ADS-2026-31765 Verify Credential ↗

Data Science Python Data Analysis Data Visualization Machine Learning Fundamentals Supervised Learning Algorithms Data Preprocessing Feature Engineering Generative AI Fundamentals
GreenClassify: Deep Learning-Based Approach For Vegetable Image Classification

GreenClassify: Deep Learning-Based Approach For Vegetable Image Classification

SmartBridge

Issued: March 2026

ID: PCC-SB-2026-4560 Verify Credential ↗

Deep Learning Computer Vision Model Deployment CNN Architecture Design Flask Web Development Model Evaluation Real-Time Prediction Systems Dataset Preprocessing Transfer Learning
Artificial Intelligence

Artificial Intelligence

SmartBridge

Issued: March 2026

ID: CC-AI-2026-31245 Verify Credential ↗

Artificial Intelligence Data Preprocessing Artificial Neural Networks Model Training & Evaluation Recurrent Neural Networks Convolutional Neural Networks Computer Vision Deep Learning
Restaurant Recommendation System

Restaurant Recommendation System

SmartBridge

Issued: May 2026

ID: PCC-SB-2026-5094 Verify Credential ↗

Machine Learning Data Analysis FastAPI Development User Authentication Data Visualization Feature Engineering Model Deployment
Cloud Practitioner

Cloud Practitioner

SmartBridge

Issued: June 2026

ID: CC-CP-2026-32177 Verify Credential ↗

Cloud Computing Fundamentals AWS Core Services Amazon EC2 Amazon S3 Amazon RDS Cloud Security Cloud Deployment Infrastructure Management Cloud Architecture Basics AWS Best Practices
AWS-hosted Virtual Classroom and Learning Platform

AWS-hosted Virtual Classroom and Learning Platform

SmartBridge

Issued: June 2026

ID: PCC-SB-2026-5539 Verify Credential ↗

AWS Cloud Deployment Cloud Architecture Design Flask Web Development Database Management AWS RDS MySQL AWS S3 Integration AWS EC2 Administration Linux Server Management Full-Stack Deployment
AWS Cloud Quest: Cloud Practitioner

AWS Cloud Quest: Cloud Practitioner

AWS Training & Certification

Issued: May 2026

ID: AWS Cloud Quest Completion Certificate Verify Credential ↗

Cloud Computing Fundamentals AWS Global Infrastructure Cloud Deployment Models AWS Networking Basics Virtual Private Clouds (VPCs) AWS Storage Services Database Fundamentals NoSQL Databases Cloud Cost Optimization
Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate

Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate

Oracle

Issued: Sept 2025

ID: Self-Paced Certification Program Verify Credential ↗

Artificial Intelligence (AI) Fundamentals Machine Learning (ML) Concepts Deep Learning Fundamentals Generative AI Large Language Models (LLMs) Cloud-Based AI Solutions AI Business Applications Enterprise AI Technologies
Data Analytics Job Simulation

Data Analytics Job Simulation

Deloitte via Forage

Issued: Feb 2025

ID: yFPN4uodAzggnqB3 Verify Credential ↗

Data Analysis Data Visualization Business Intelligence Tableau Dashboard Development Excel Analysis Forensic Data Analytics Data Interpretation Business Insight Generation Data Classification
Data Science Job Simulation

Data Science Job Simulation

BCG X (Boston Consulting Group) via Forage

Issued: April 2026

ID: bDZFYTHBgorcHxAHv Verify Credential ↗

Data Analysis Data Cleaning Exploratory Data Analysis (EDA) Feature Engineering Machine Learning Model Evaluation Data Visualization Business Problem Solving Insight Generation & Reporting

Let's Build Something Impactful

Open to opportunities in Python Backend Development, AI Engineering, Machine Learning, Data Science, Data Engineering, and Analytics.

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