Shivam Sourav's Portfolio

About Me

I'm a passionate Data Scientist and Machine Learning Engineer with a strong foundation in predictive modeling, deep learning, and data visualization. My goal is to leverage data-driven insights to solve complex problems and create innovative solutions.

Education

B.Tech

Sikkim Manipal Institute of Technology, 2021-2025 (CGPA: 9.7)

Intermediate

DAV Kapildev Public School Ranchi, 2021 (CGPA: 8.94)

Matriculation

St.Joseph's School Banka, 2019 (CGPA: 9.24)

Professional Experience

ML Engineer, Omdena

11-2023 – 01-2024

Developed predictive models for flood prediction and waterbody forecasting using XGBoost and LSTM, achieving a prediction accuracy of 92%.
Led a subgroup of 10 in data preprocessing and feature engineering within a team of 40 members.

Projects

Flood Prediction and Waterbody Forecasting

Implemented time series forecasting techniques with boosting algorithms and deep learning models to predict flood possibilities, reducing false positives by 15%.

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News Headline Generator

Fine-tuned Mistral AI 7B instruct LLM model using QLORA on news data, achieving an 80% accuracy rate in generating relevant headlines.

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Attendance Management System

Developed an attendance system using OpenCV, Haar Cascade, and CNN techniques for facial recognition, increasing attendance tracking efficiency by 30%.

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Face Mask Detector

Built a deep learning model using CNN and VGG19 integrated with OpenCV for real-time mask detection, with a detection accuracy of 95%.

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RhymeWeaver

Created a personalized poem generator using Google's Gemini model, successfully generating over 100 customized poems.

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Temperature Forecasting using Prophet

Leveraged Prophet for accurate temperature forecasting, improving forecasting accuracy by 20%.

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Interactive Dashboard using Tableau

Designed a dynamic dashboard for data visualization, enhancing data interpretation for stakeholders by 40%.

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Skills

Python

90%

Machine Learning

85%

Data Visualization

80%

Deep Learning

75%

Natural Language Processing

70%

Big Data Technologies

65%

Other Skills

Database Management: MySql, MongoDB

Business Intelligence Tools: Power BI, Tableau, Looker

Model Deployment: Flask, Streamlit, Gradio

Version Control: Git, GitHub

Soft Skills: Leadership, Team Collaboration, Problem-Solving, Communication, Adaptability

Contact

Email: shivamsourav2003@gmail.com

Phone: 8521846844

LinkedIn: https://www.linkedin.com/in/shivam-sourav-b889aa204/

GitHub: https://github.com/Shivam5560