hi , i am
Shreya
Banik .

Data Scientist
Machine Learning Engineer
Artificial Intelligence (AI) Engineer

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about me

Hello there, I'm Shreya Banik - a Professional Data Scientist with three years of industry experience building end-to-end AI solutions and turning large-scale datasets into actionable insights.

My passion lies in utilizing data to solve complex business problems, performing in-depth statistical analysis, and developing robust machine learning algorithms. With a solid foundation in Data Science, I bring proficiency in Python, SQL, Excel and experience in creating REST APIs for data storage, processing, and analytics. I am skilled in crafting data visualization dashboards that not only present data effectively but also make it accessible and understandable for everyone.

Location

New Haven, CT

email

sbani1@info.com

website

www.sbani1.com
profile_image

mission

"I am not just another tech professional—I am a catalyst for transformation. My mission is to empower the world with sustainable AI solutions by combining the potential of Generative AI and Data Intelligence to accelerate human reinvention. I aim to create innovations that promote better living, environmental responsibility, and inclusivity, ensuring that technology serves as a force for global progress and human well-being."

education

2023 - Present

master of science in
data science

university of new haven

west haven, CT-USA

This program provided me with comprehensive knowledge and hands-on experience in various aspects of Data Science, Machine Learning, and Artificial Intelligence. I gained valuable skills in problem-solving, critical thinking, and project management through coursework in advanced statistical data analysis, computer vision, and natural language processing.

2017 - 2021

bachelor of technology in
electronics & communication engineering

Maulana Abul Kalam Azad University of Technology

Kolkata, WB-India

This program equipped me with a solid foundation in essential aspects of Engineering and Technology, allowing me to explore the vast horizons of Electronics and Computer Science. My passion for coding was ignited here, particularly through hands-on experience in Python, C++, Data Structures, and OOPs, sparking my interest in Machine Learning. Additionally, I honed my analytical, leadership, and communication skills, which have been invaluable in my professional journey.

2015 - 2017

High School With PCM Specialization
& Biology optional

Chinsurah balika siksha mandir

Hooghly, India

During my high school years, I pursued a specialization in Physics, Chemistry, and Mathematics (PCM), with an additional focus on Biology. This combination allowed me to build a strong foundation in both the analytical and life sciences, nurturing my curiosity and problem-solving skills. My experience here laid the groundwork for my subsequent studies in Engineering and Data Science.

experience

  • Data Science Intern

    WelSpot Inc.

    New York, USA

    Designed and Implemented an AI-powered business health monitoring system leveraging Vertex AI, BigQuery, and LlamaIndex; developing multi-agent RAG pipelines, refining prompt engineering, and optimizing real-time analytics for context-aware recommendations.

    2025 - Present

    Data Science Intern

  • 2025 - 2025

    Research Assistant

    University of New Haven

    connecticut, USA

    Led Deep Learning research on 3D-Vision Welding Recognition systems under SAIL-LAB in collaboration with Servo Robot, focusing on seam detection optimization, hyperparameter tuning, and model generalization using customized Machine Learning Model.

  • Programmer Analyst

    Cognizant Technology Solutions

    Kolkata, India

    My duties involved working on insurance related (i.e., policy and claims) large and complex datasets to identify key-patterns, extract meaningful insights, ensure data consistency through data pipelines and build visualizations to present project outcomes to stakeholders and clients.

    2021 - 2023

    Programmer Analyst

  • 2021 - 2021

    Data Analyst Intern

    CBNITS Pvt. Ltd.

    Kolkata, India

    Developed a flexible and protected mobile application for Crypto-Currency using Angular framework and Typescript in React-Native environment and Performed comprehensive end-to-end research to inform data-driven decision-making processes and enhance overall project outcomes.

skills

LANGUAGES

Python

R

SAS

SQL

MATLAB

C

C++

Java

JavaScript

TypeScript

HTML5

CSS3

PY-LIBRARIES

Pandas

NumPy

Matplotlib

scikit-learn

TensorFlow

Keras

Pytorch

OpenCV

TOOLS & TECHNOLOGY

Flask

MongoDB

Visual Studio

Splunk

MYSQL Server

Git

AWS

Canva

profiles

linkedin
linkedin
gitlab
gitlab
Twitter
Twitter
github
github
YouTube
YouTube
Canva
Canva
Handshake
Handshake
GMail
GMail

projects

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Convolutional Neural Network
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Statistical Data Analysis
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Computer Vision
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Artificial Intelligence
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Machine Learning
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Natural Language Processing

Explore more

References

Jane Doe

"I had the pleasure to manage and work with Shreya while she was an intern and a consultant with us. Shreya learned a lot under my mentorship and brought a wealth of knowledge to our company and tech teams, She developed our AI-Recommendation Engine which monitors business data and generated true AI-based recommendations. She also worked on our Business Health Analyzer application which orchestrated all the Business Health processes. She also helped to define the data architecture for our data systems. I would highly recommend Shreya to anyone looking to hire a top-notch AI Data Scientist and Developer. She has all the necessary skills to deliver high-quality solutions!"

— Tom John

CIO/CTO, WelSpot Inc.
Dr. Adrian Rusu

"As a Research Assistant for an industrial project, Shreya demonstrated exceptional technical capability and research discipline. She took initiative in optimizing model architectures, implementing segmentation and depth estimation pipelines, and validating results with rigor. Her strong communication skills and thoughtful problem-solving made her a reliable and valued contributor. Shreya consistently brought clarity, precision, and innovation to our work. I was particularly impressed by her ability to work independently while also collaborating effectively. I wish her all the best in her career journey!

— Dr. Adrian Rusu

Professor, Computer Science & Engineering, University of New Haven.
Mr. Ramesh Rajapandian

"Shreya has a real talent for thinking outside the box and coming up with creative solutions to problems. Her ability to approach things from a different perspective has been invaluable to our team. She is a very hard-working person who can tackle any problem with ease. We have worked together more than two years in same project, and I found her a highly skilled and dedicated professional."

— Mr. Ramesh Rajapandian

Senior Associate, Cognizant Technology Solutions

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Shreya Banik

Data Scientist / Data Analyst / Data Engineer

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