Rahul Shelke profile picture

Hello, I'm

Rahul Shelke

Full Stack Data Scientist

I'm passionate about turning raw data into actionable insights and building scalable AI solutions that solve real-world problems.

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About Me

Experience icon

Experience

1.7 years
Data Scientist

Education icon

Education

B.E (CS)
University of Mumbai


I’m Rahul Shelke, a skilled Data Scientist with hands-on experience in Python, NLP, and machine learning technologies. I specialize in developing advanced models and enhancing product functionality through data-driven solutions.


With a strong academic foundation in Computer Science and Engineering from the University of Mumbai, and practical experience across diverse projects, I bring robust analytical and problem-solving skills to the table. I’m passionate about transforming data into actionable insights and am eager to contribute to cutting-edge projects within a dynamic, collaborative team environment.


Tools & Technologies

Data Collection

SeleniumSelenium
Beautiful SoupBS4
SQLSQL
KafkaKafka

Data Engineering

AirflowAirflow
PySparkPySpark
dbtdbt
ETL PipelinesPipelines

Data Storage

S3S3
MongoDBMongoDB
PostgreSQLPostgreSQL

EDA & Stats

NumPyNumPy
PandasPandas
SciPySciPy
StatsmodelsStatsmodels

Visualization & Reporting

MatplotlibMatplotlib
PlotlyPlotly
TableauTableau

Natural Language Processing

NLTKNLTK
spaCySpaCy
HuggingFaceHuggingFace

Computer Vision

OpenCVOpenCV
YoLoYoLo

Model Development

PythonPython
scikit-learnscikit-learn
TensorFlowTensorFlow
PyTorchPyTorch
OptunaOptuna

MLOps

MLflowMLflow
DVCDVC
GitHub ActionsCI/CD
DockerDocker
KubernetesKubernetes

Deployment

FastAPIFastAPI
FlaskFlask
StreamlitStreamlit

Monitoring

PrometheusPrometheus
GrafanaGrafana
LokiLoki
Evidently AIEvidently AI

Generative AI (Models)

GeminiGemini
OpenAIOpenAI
MistralMistral
LlamaLlama

Vector Databases

FAISSFAISS
PineconePinecone
ChromaDBChromaDB

LLM Integration Tools

LangchainLangchain
ChainlitChainlit

Cloud & Infrastructure / Middleware

AWSAWS
RabbitMQRabbitMQ
TerraformTerraform

Other Tools

GitGit
JupyterJupyter
VsCodeVsCode
PyTestPyTest
MkDocsMkDocs
Draw.ioDraw.io
ShellShell

Browse My Recent

Projects

churn prediction

Heart Stroke Prediction

  • Domain : Health Care

  • Learning : Supervised (Classification)

  • Technologies :

    Python, Scikit-learn, FastAPI, SciPy,
    Pandas, Numpy, Matplotlib, Seaborn,
    Docker, MongoDB, AWS (S3, EC2, ECR),
    Github Actions

Sensor Fault Prediction

Sensor Fault Prediction

  • Domain : IoT / Logistics

  • Learning : Supervised (Classification)

  • Technologies :

    Python, Scikit-learn, FastAPI, SciPy,
    Pandas, Numpy, Matplotlib, Seaborn,
    Docker, MongoDB, AWS (S3, EC2, ECR),
    Github Actions

Shipment Price Prediction

Shipment Price Prediction

  • Domain : Logistic/ E-commerce

  • Learning : Supervised (Regression)

  • Technologies :

    Python, Scikit-learn, FastAPI, SciPy,
    Pandas, Numpy, Matplotlib, Seaborn,
    Docker, MongoDB, AWS (S3, EC2, ECR),
    Github Actions

Customer Segmentation

Customer Segmentation

  • Domain : Customer Analytics

  • Learning : Unsupervised (Clustering)

  • Technologies :

    Python, Scikit-learn, FastAPI, SciPy,
    Pandas, Numpy, Matplotlib, Seaborn,
    Docker, MongoDB, AWS (S3, EC2, ECR),
    Github Actions

NYC Taxi Fare Prediction

NYC Taxi Fare Prediction

  • Domain : Transportation

  • Learning : Supervised (Regression)

  • Technologies :

    Python, Scikit-learn, Pandas, SciPy,
    Numpy, Matplotlib, Seaborn, Jupyter

Churn Prediction

Churn Prediction

  • Domain : Human Resource

  • Learning : Supervised (Classification)

  • Technologies :

    Python, Scikit-learn, Pandas, SciPy,
    Numpy, Matplotlib, Seaborn, Jupyter

ANN From Scratch

ANN From Scratch

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python Scikit-learn Flask Pandas Numpy Matplotlib Seaborn SciPy MongoDB AWS EC2 AWS ECR AWS S3

RNN From Scratch

RNN From Scratch

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

CNN From Scratch

CNN From Scratch

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Foundational Topics

Foundational Topics

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Intermediate Topics

Intermediate Topics

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Advanced Topics

Advanced Topics

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Classification Using RNN

Classification Using RNN

    Domain : Humen Resource

    Learning : Supervised

    Type : Binary Classification

Technologies Used : Python, Transformer, Machine Learning, AWS EC2, AWS ECR, AWS S3

Classification Using CNN

Classification Using CNN

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Transformers

Transformers

    šŸ“‚ Domain : Health Care

    šŸŽÆ Learning : Supervised

    šŸ”¢ Type : Binary Classification

šŸ›  Technologies Used :

Python

Complaint Classification

Complaint Classification

  • Title : Financial Dispute

  • Learning : Text Classification

  • Heighlights :

  • Technologies :

    Python, PySpark, FastAPI, SciPy,
    Pandas, Numpy, Matplotlib,
    Seaborn,Docker, MongoDB, AWS,
    Github Actions, Airflow

Sentiment Analysis

Text Classification

  • Title : BBC News classification

  • Learning : Multi-class Classification

  • Heighlights :

  • Technologies :

    Python, Tensorflow, Pandas,
    Numpy, GloVe/ Word2Vec,
    RNNs, Docker, MongoDB, AWS,
    Github Actions, Streamlit

Named Entity Recognition

Sentiment Analysis

  • Title : Twitter Sentiment Analysis

  • Learning : Transfer Learning

  • Heighlights :

    • X% improvement over baseline
    • reduced model size (~X%)
    • faster inference (~Y% speedup)
  • Technologies :

    Python, BERT, Transformers (šŸ¤—),
    Tensorflow, Docker, Streamlit,
    MongoDB, Github Actions, AWS

Machine Translation

Named Entity Recognition

  • Title : Named Entity Recognition

  • Learning : Sequence Labeling

  • Heighlights :

  • Technologies :

    [None]

Text Generation

Machine Translation

  • Title : English to Hinglish

  • Learning : Seq-2-Seq Learning

  • Heighlights :

  • Technologies :

    [None]

Q&A System

Text Generation

  • Title : Code Auto-Complition

  • Learning : Sequence Generation

  • Heighlights :

  • Technologies :

    [None]

Text Summarization

Q&A System

  • Title : QnA ChatBot

  • Learning : Conversational AI

  • Heighlights :

  • Technologies :

    [None]

Text to Speech

Text Summarization

  • Title : Text Summarizer

  • Learning : Sequence Summarization

  • Heighlights :

  • Technologies :

    [None]

Content Based Filtering

Speech to Text

  • Title : Hinglish to English

  • Learning : Sequence Transduction

  • Heighlights :

  • Technologies :

    [None]

[project title]

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Python

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Python

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Python

SQL Data Warehouse

SQL Data Warehouse

    šŸ“‚ Domain : Retail / E-commerce

    šŸŽÆ Learning : Data Warehousing,
    SQL Queries, ETL, Analytics

    šŸ”¢ Type : OLAP (Analytical Project)

šŸ›  Technologies Used :

SQL Notion draw.io Git SQL Server

SQL Exploratory Data Analysis

Exploratory Data Analysis

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

SQL Notion draw.io Git SQL Server

Advanced Analytics

Advanced Analytics

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

SQL Notion draw.io Git SQL Server

Sales Insights

Sales Insights

    šŸ“‚ Domain : Retail /
    Business Intelligence

    šŸŽÆ Learning : SQL, Power BI,
    Data Modeling, Visualization

    šŸ”¢ Type : Dashboard /
    Exploratory Data Analysis

šŸ›  Technologies Used :

PowerBI SQL SQL Server

News ETL Pipeline

News ETL Pipeline

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Weather Data Pipeline

Weather ETL Pipeline

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Market Data Pipeline

Market Data Pipeline

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Train Data Pipeline

Train Scrapper + ETL

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

E-commerce ETL Pipeline

E-commerce ETL Pipeline

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

YT Data Harvester

YT Data Harvester

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

InstaETL

InstaETL

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Synthetic IoT Generator

Synthetic IoT Generator

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

PillLens

PillLens

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

[project title]

[project title]

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[project title]

    šŸ“‚ Domain : [None]

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Python

Project 101

[project title]

    šŸ“‚ Domain : [None]

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Python

Project 102

[project title]

    šŸ“‚ Domain : [None]

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Python

Project 103

[project title]

    šŸ“‚ Domain : [None]

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Python

Project 104

[project title]

    šŸ“‚ Domain : [None]

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Python

Project 105

[project title]

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Project 106

[project title]

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Project 107

[project title]

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Project 108

[project title]

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

Project 109

[project title]

    šŸ“‚ Domain : [None]

    šŸŽÆ Learning : [None]

    šŸ”¢ Type : [None]

šŸ›  Technologies Used :

Python

My Recent

Certificates

AWS Certification Logo

Complete GenAI with Langchain & Huggingface šŸ¤—

Udemy (by Krish Naik) — 2025

View Certificate
Course Certificate

Full Stack Data Science Masters

iNeuron (by Krish Naik) — 2024

View Certificate
Course Certificate

Complete MLOps Bootcamp

Udemy (by Krish Naik) — 2025

View Certificate
Course Certificate

Generative AI Mastery

Udemy (by Boktiar Ahmed Bappy) — 2025

View Certificate
Course Certificate

Python Data Science: Data Prep & EDA

Udemy (by Maven Analytics) — 2025

View Certificate
Course Certificate

Complete Python With DSA Bootcamp

Udemy (by by Krish Naik) — 2025

View Certificate

Get in Touch

Contact Me

Thank you for visiting my portfolio! I'm always excited to connect with fellow professionals, collaborators, and enthusiasts in the fields of technology. You can reach me through the following platforms: