Jay.Jain _

SOFTWARE DEVELOPMENT | DATA SCIENCE

Hey! I Am

Jay Jain

Quantitative Software Developer at Dolat Capital | Ex-Data Science Intern at Bajaj Finserv Health | Ex-Data Analyst Intern at Baker Hughes | CSE - Data Science Graduate | 10x Hackathon Winner | ET Campus Star'23
Mumbai, India

Get In Touch:

My Work

Experience

NeyX

NeyX

Backend Developer Intern

Developed Django REST APIs for an NLP-based e-commerce bargaining chatbot's dashboard. Worked within a Scrum framework with Jira, Git, Docker, Postman, Digital Ocean, & PostgreSQL

 Dec 2022 - Jan 2023
 Remote, India
CitJo

CitJo

Cloud Backend Developer Intern

Engineered a sustainable serverless cloud architecture using AWS Amplify, S3, Cognito, DynamoDB, AppSync, and GraphQL and deployed a CI/CD pipeline for the app's backend

 Jul 2022 - Oct 2022
 Mumbai, India
Society For Data Science

Society For Data Science

Vice-Chairperson (Technical)

Led a team of over 80 students to organise numerous community events that comprised pan-India hackathons, seminars and workshops to promote Data Science and AI. Co-hosted the 6th International Conference on Data Management, Analytics and Innovation.

 Oct 2021 - Jun 2023
 Mumbai, India
Dolat Capital

Dolat Capital

Quantitative Software Developer

Enhanced 27% increase in predicted index price correlation & developed analysis pipelines for statistical and ML models (like XGBoost) using optimized data structures in C++, MLflow, Python & PostgreSQL. Optimized infrastructural improvements reducing latency for math operations in execution strategies and financial risk management using state-of-the-art software design patterns for medium-frequency trade modelling and data generation pipelines with reduced and hashed storage consumption.

 June 2024 - Present
 Mumbai, India
Bajaj Finserv Health

Bajaj Finserv Health

Data Science Intern

Engineered orchestration of ensemble approach to benchmarked LLMs and foundation open-source NER models-based pipelines that automate the complete process of extracting and ingesting data from Claim document files to databases resulting in 39% automated data processing and resource savings. Leveraged Neo4j graph database to identify fraudulent and outlier entities in payment gateway pipelines using clustering algorithms namely DBSCAN (density-based), Hierarchial and K-Means clustering.

 Feb 2024 - May 2024
 Pune, India
Baker Hughes

Baker Hughes

Data Analyst Intern

Fine-tuned auto-encoder-based bore-hole compression by 50% less inference time, predictive modelling on rig-well data for clients at Saudi Aramco, and extracted tabular data from geochemical reports by OCR. Developed such SaaS use cases for stakeholders namely an NLP and OCR based Incident classifier, automated wireline workflows and calculations, reducing manual SME efforts, and saving vendors costs.

 Feb 2023 - Oct 2023
 Pune, India
NeyX

NeyX

Backend Developer Intern

Developed Django REST APIs for an NLP-based e-commerce bargaining chatbot's dashboard. Worked within a Scrum framework with Jira, Git, Docker, Postman, Digital Ocean, & PostgreSQL

 Dec 2022 - Jan 2023
 Remote, India
CitJo

CitJo

Cloud Backend Developer Intern

Engineered a sustainable serverless cloud architecture using AWS Amplify, S3, Cognito, DynamoDB, AppSync, and GraphQL and deployed a CI/CD pipeline for the app's backend

 Jul 2022 - Oct 2022
 Mumbai, India
Society For Data Science

Society For Data Science

Vice-Chairperson (Technical)

Led a team of over 80 students to organise numerous community events that comprised pan-India hackathons, seminars and workshops to promote Data Science and AI. Co-hosted the 6th International Conference on Data Management, Analytics and Innovation.

 Oct 2021 - Jun 2023
 Mumbai, India
Dolat Capital

Dolat Capital

Quantitative Software Developer

Enhanced 27% increase in predicted index price correlation & developed analysis pipelines for statistical and ML models (like XGBoost) using optimized data structures in C++, MLflow, Python & PostgreSQL. Optimized infrastructural improvements reducing latency for math operations in execution strategies and financial risk management using state-of-the-art software design patterns for medium-frequency trade modelling and data generation pipelines with reduced and hashed storage consumption.

 June 2024 - Present
 Mumbai, India
Bajaj Finserv Health

Bajaj Finserv Health

Data Science Intern

Engineered orchestration of ensemble approach to benchmarked LLMs and foundation open-source NER models-based pipelines that automate the complete process of extracting and ingesting data from Claim document files to databases resulting in 39% automated data processing and resource savings. Leveraged Neo4j graph database to identify fraudulent and outlier entities in payment gateway pipelines using clustering algorithms namely DBSCAN (density-based), Hierarchial and K-Means clustering.

 Feb 2024 - May 2024
 Pune, India
Baker Hughes

Baker Hughes

Data Analyst Intern

Fine-tuned auto-encoder-based bore-hole compression by 50% less inference time, predictive modelling on rig-well data for clients at Saudi Aramco, and extracted tabular data from geochemical reports by OCR. Developed such SaaS use cases for stakeholders namely an NLP and OCR based Incident classifier, automated wireline workflows and calculations, reducing manual SME efforts, and saving vendors costs.

 Feb 2023 - Oct 2023
 Pune, India

My Work

Check Out My Recent Projects

Adobe: Analytics Challenge

Customer Journey Analytics | Data Science | Python | Tableau

Adobe: Analytics Challenge

A complete data analysis, visualization, and storytelling for real-time Hilton Hotels UX data on Adobe's Customer Journey Analytics platform to fetch useful insights to promote Hilton's digital services.

  Source Code
SmartSight

ReactJS | Computer Vision | GCP | Django

SmartSight

With our API, you can easily integrate face detection and recognition functionality into your applications, enabling them to analyze and interpret visual data in real-time. Start exploring our API today and see how it can transform the way you build your applications.

  Live Demo
  Source Code
GetFit

ReactJS | TensorflowJS | GCP | Django

GetFit

Virtual Yoga and exercise sessions, Classification of food calories from images, Maintaining dietary plans, and displaying statistics of the user to help them track their fitness.

  Live Demo
  Source Code
Ernst & Young (EY) Techathon - OTT Product-AD Matching Engine

HuggingFace | OpenCV | Tensorflow | Google Cloud

Ernst & Young (EY) Techathon - OTT Product-AD Matching Engine

An AI pipeline that processes OTT content frame by frame, segments products using Meta's Segment Anything Model & matches them to e-commerce listings or ADs using Google Vision Transformer

  Source Code
Baker Hughes - Big Data Pipeline Challenge

PySpark | GCP | Streamlit | Pandas | NumPy | Matplotlib

Baker Hughes - Big Data Pipeline Challenge

ETL Pipeline and real-time visualisation dashboard on gas turbine data using Google Cloud's DataProc (Hadoop-based clusters and jobs) with PySpark, awarded 3rd place at Texas A&M University's Datathon

  Live Demo
  Source Code
Time Series Correlation Analysis

Tensorflow | Scipy | Sci-kit learn | Pandas | NumPy

Time Series Correlation Analysis

Comprehensive research analysis on the efficacy of time series models and recurrent neural networks for JP Morgan stock price and its correlation to indexes using ARIMA, GARCH, LSTM, and CNN models

  Source Code
Human-Computer Interaction using Transfer Learning

Transfer Learning | Research | YOLO | ML

Human-Computer Interaction using Transfer Learning

A novel research project on a hand-gesture-based mouse leveraging fine-tuned YOLO's PyTorch model for optimizing detection in unconstrained (dark & distant) environments by 28% and sensitivity, presented at ICAAAIML conference.

  Source Code
VLearn: Visualizing Algorithms

ReactJS | Blockly | GPT | Django

VLearn: Visualizing Algorithms

A React.js web app to build algorithms using logic blocks that can generate code in various languages leveraging Google's Blockly package, visualize DSA concepts like sorting algorithms, and get code explanations by a fine-tuned GPT model, alongside live competitions using Django REST Framework APIs, and a student progress dashboard.

  Live Demo
  Source Code
EnhanceAI: Enhancing Images

OpenCV | CNN | Python | REST API | Streamlit

EnhanceAI: Enhancing Images

Low Light Enhancement, Denoising and Upscaling of images using CNN models alongside the usual image editing options leveraging Tensorflow, OpenCV and a REST API created using Django to fetch the enhanced images.

  Source Code
Newsify

ReactJS | Flutter | GCP | Django

Newsify

Newsify is software that allows users to watch or read news in a variety of ways, with location-based filtering that recommends all relevant content.

  Live Demo
  Source Code
Adobe: Analytics Challenge

Customer Journey Analytics | Data Science | Python | Tableau

Adobe: Analytics Challenge

A complete data analysis, visualization, and storytelling for real-time Hilton Hotels UX data on Adobe's Customer Journey Analytics platform to fetch useful insights to promote Hilton's digital services.

  Source Code
SmartSight

ReactJS | Computer Vision | GCP | Django

SmartSight

With our API, you can easily integrate face detection and recognition functionality into your applications, enabling them to analyze and interpret visual data in real-time. Start exploring our API today and see how it can transform the way you build your applications.

  Live Demo
  Source Code
GetFit

ReactJS | TensorflowJS | GCP | Django

GetFit

Virtual Yoga and exercise sessions, Classification of food calories from images, Maintaining dietary plans, and displaying statistics of the user to help them track their fitness.

  Live Demo
  Source Code
Ernst & Young (EY) Techathon - OTT Product-AD Matching Engine

HuggingFace | OpenCV | Tensorflow | Google Cloud

Ernst & Young (EY) Techathon - OTT Product-AD Matching Engine

An AI pipeline that processes OTT content frame by frame, segments products using Meta's Segment Anything Model & matches them to e-commerce listings or ADs using Google Vision Transformer

  Source Code
Baker Hughes - Big Data Pipeline Challenge

PySpark | GCP | Streamlit | Pandas | NumPy | Matplotlib

Baker Hughes - Big Data Pipeline Challenge

ETL Pipeline and real-time visualisation dashboard on gas turbine data using Google Cloud's DataProc (Hadoop-based clusters and jobs) with PySpark, awarded 3rd place at Texas A&M University's Datathon

  Live Demo
  Source Code
Time Series Correlation Analysis

Tensorflow | Scipy | Sci-kit learn | Pandas | NumPy

Time Series Correlation Analysis

Comprehensive research analysis on the efficacy of time series models and recurrent neural networks for JP Morgan stock price and its correlation to indexes using ARIMA, GARCH, LSTM, and CNN models

  Source Code

skills

Skills

Languages

Python
Python
C++
C++
SQL
SQL
Unix Bash Shell Scripting
Unix Bash Shell Scripting

Cloud

AWS
AWS
Google Cloud (GCP)
Google Cloud (GCP)
SharePoint
SharePoint
Power Apps
Power Apps
Power Automate
Power Automate

Frameworks and Databases

Django
Django
Flask
Flask
React.js
React.js
Postman
Postman
HTML
HTML
CSS
CSS
PostgreSQL
PostgreSQL
MongoDB
MongoDB
MySQL
MySQL

Data Science

PySpark
PySpark
Sci-kit learn
Sci-kit learn
Pandas
Pandas
NumPy
NumPy
Matplotlib
Matplotlib
Plotly
Plotly
PowerBI
PowerBI
Tableau
Tableau
Excel
Excel
Selenium
Selenium

Machine Learning

Tensorflow
Tensorflow
PyTorch
PyTorch
Large Language Models (LLMs)
Large Language Models (LLMs)
Deep Learning
Deep Learning
Computer Vision (OpenCV)
Computer Vision (OpenCV)
Time Series Analysis
Time Series Analysis
Natural Language Processing (NLP)
Natural Language Processing (NLP)
CUDA
CUDA
MLflow
MLflow

Others

Git
Git
GitHub
GitHub
Docker
Docker
Databricks
Databricks
Airflow
Airflow
LangChain
LangChain
Vercel
Vercel
Streamlit
Streamlit

Achievements

Achievements

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Top 10 Finalist and 1st Place in our Problem Statement at HackRx 4.0

by Bajaj Finserv

Secured 1st Place in our problem statement from over 20,000 participants and ended up as the top 10 finalists in the hackathon

Learn More
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ET Campus Star 6.0

by The Economic Times

Honored as the winner from more than 35,000 students hailing from over 2,000 engineering colleges in India

Learn More
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1st Place in AI/ML domain at Clash of Codes

by DJSCE Trinity

Secured 1st Place in the AI/ML Domain from over 400+ participants

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1st Place at HackNiche 1.0

by Google Developer Student Clubs

Secured 1st Place from over 1200+ pan India participants

Learn More
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1st Place at Hackanova 2.0

by Thakur College of Engineering

Secured 1st Place from over 400+ pan India participants

Learn More
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Honourable Mention at Tri-NIT Hackathon

by ACM NITK, Spider-NIT Trichy, and CSEA-NIT Warangal

Recieved an honourable mention (4th Position Overall) from over 4000+ participants, over 400 colleges and 2000 teams

Learn More
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Winner at Cloudathon

by Google Developer Student Clubs

Secured 1st place in the cloud innovation hackathon based on the Google Cloud Platform

Learn More
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3rd Place at Baker Hughes Data Visualization Challenge

by Texas A&M University's Datathon

Placed 2nd Runner-up from over 200 teams in the 24-hour Datathon

Learn More
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Winner at KJSCE Hack 6.0

by KJSCE CodeCell

Secured 1st place from over 400 teams in the 24-hour open innovation hackathon

Learn More

Best UI/UX at HackOver 3.0

by Google Developer Student Clubs

Won the best UI/UX prize from over 150 teams at the 24-hour hackathon

Rank 1 SOF Cyber Olympiad 15.0

by Science Olympiad Foundation

1st Rank secured in Mumbai district, 8th state rank in Maharashtra and 64th national rank

Education

Education

University Of Mumbai

University Of Mumbai

B.Tech in Computer Science and Engineering (Data Science)
from 2020 - 2024 in Mumbai, India

Grade - 9.05/10
Navneet Education Society

Navneet Education Society

Higher Secondary School Certificate (HSC) 12th Board Examination
from 2018 - 2020 in Mumbai, India

Grade - 89%
Christ Church School

Christ Church School

Indian Certificate of Secondary Education (ICSE) 10th Board Examination
from 2008 - 2018 in Mumbai, India

Grade - 96%

Courses & Certifications

Deep Learning Specialization

Deep Learning Specialization

DeepLearningAI
Acquired knowledge about different neural networks and deep learning concepts

Credential
AWS Cloud Architecting

AWS Cloud Architecting

AWS Academy
Explored design and implementation of AWS Cloud Architecture planning and optimization

Credential
Google Cloud Practitioner

Google Cloud Practitioner

Google Cloud
Completed Google Cloud's Career Practitioner's Certifications

Credential
AWS Data Analytics

AWS Data Analytics

AWS Academy
Hands on experience with various AWS services for data handling, analysis and visualization

Credential
AWS Data Engineering

AWS Data Engineering

AWS Academy
Gained knowledge about AWS Data Engineering services for Big Data Handling and Analytics

Credential
AWS Cloud Foundations

AWS Cloud Foundations

AWS Academy
Gained an understanding of AWS Cloud Architecture and its services

Credential
AWS Machine Learning Foundations

AWS Machine Learning Foundations

AWS Academy
Deployed ML environments in AWS using EC2 & Sagemaker

Credential
Google Data Analytics

Google Data Analytics

Google
Understood Concepts of Data analytics and visualization

Credential
about-avatar

About Me

Why hire me for your next project?

Interests in fields of Quantitative Research, Deep Learning, Data Science, Backend Software Development & Cloud Computing. In my Final Year pursuing a B.Tech in Computer Science & Engineering (Data Science). 21 years of age and from Mumbai, India

Hobbies

  Podcasts   |   Music   |   Video Games |   Design   |   Dance  

Let's Work Together

Let's Connect, give a call or drop me an email.

Useful Links

Message

Call Me:

+91 98674 66628

Email Me:

jay4emails@gmail.com

LinkedIn:

Jay Jain

GitHub:

@Jay4Codes

Made with ❤️ by Jay Jain