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Data Science with 2+ years in Machine Learning, NLP & Cloud-based ML Deployment
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Assessing your cultural and operational fit
Data Scientist with hands-on experience in machine learning, NLP, and end-to-end data pipelines. Strong background in insurance analytics, predictive modeling, and cloud-based ML deployment. Passionate about solving real-world business problems using data-driven insights and scalable solutions. Seeking a Data Scientist role in a forward-thinking organization.
Guru Nanak Institute of Technology, Kolkata
Bachelor of Technology · Computer Science Engineering
January 1, 2015 – January 1, 2019
MPS College, Darbhanga
12th Standard
January 1, 2013 – January 1, 2015
Networth Corp.
Data Scientist (Contract)
April 1, 2025 – September 1, 2025
India
Highbrow Technology Inc.
Data Scientist
June 1, 2024 – April 1, 2025
India
Appen AI
Junior Data Scientist
September 1, 2023 – February 1, 2024
India
Mapup India Pvt. Ltd.
Data Analyst
May 1, 2023 – August 1, 2023
India
Innodatatics
Data Science Intern
July 1, 2022 – December 1, 2022
Hyderābād, Telangana, India
Smart College & Course Recommender System
June 1, 2026 – Present
Built KNN-based college and course recommendation models. Processed SQL Server data using Python and scikit-learn. Implemented probability thresholds for relevant recommendations. Developed Streamlit web application. Deployed on Streamlit Cloud.
Optimal Traffic Routes Prediction
July 1, 2022 – December 1, 2022
Collected data from Google Maps and Outscraper. Performed EDA using Auto-EDA tools. Built route network graphs using NetworkX. Applied community detection algorithms. Evaluated models using modularity and performance metrics. Developed and deployed a Streamlit web app on AWS, Heroku, and Streamlit Cloud.
View ProjectRecommendation Engine for Multi-Cuisine Restaurant
July 1, 2022 – December 1, 2022
Built item-to-item collaborative filtering model using cosine similarity. Processed survey-based customer preference data. Developed Streamlit UI for recommendations. Deployed on AWS, Heroku, and Streamlit Cloud.
View ProjectSteel Rod Offcut Optimization & Sales Forecasting
July 1, 2022 – December 1, 2022
Collected data from SQL Server. Used Auto-EDA and AutoML tools. Built Linear Regression and ARIMA models. Forecasted sales for 52 weeks. Deployed Streamlit application for business users.
View ProjectPython for Data Science
IBM
June 1, 2026 – Present
Data Science Certification
360DigiTMG
June 1, 2026 – Present
SQL for Data Science
Great Learning
June 1, 2026 – Present
Cultural Fit Analysis
The candidate has experience across academic, freelance, and full-time roles, demonstrating versatility. The projects cover various domains (traffic prediction, recommendation systems, sales forecasting, insurance analytics), indicating a broad interest and ability to adapt to different business contexts. The involvement in LLM/GPT model evaluation aligns with a forward-thinking organization focused on AI innovation.
Soft Skills & Operational Fit
The candidate's project descriptions and work experience indicate a problem-solving mindset and an ability to work on end-to-end data science solutions. The variety of projects suggests adaptability and a willingness to tackle diverse challenges. The experience with RLHF and LLM evaluation points to an interest in cutting-edge AI applications.