KAMAL SONI
Kolkata
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Analyst
HSBC
06.2024 - Current
- Conducted end-to-end campaign analysis, including data segmentation, targeting, and A/B testing, while adhering to regulatory and financial compliance standards
- Designed, implemented, and analyzed data-driven marketing and Regulatory campaigns by Inhouse tools, SQL and SAS for efficient data extraction, transformation, and feature engineering
- Delivered actionable insights through exploratory data analysis (EDA) and statistical techniques to optimize customer engagement, improve model accuracy, and enhance campaign effectiveness
- Contributed to predictive modeling and machine learning workflows by identifying key features and integrating campaign performance metrics, leading to a measurable increase in ROI and response rates
Web developer & Project Management Intern
Track Manufacturing
06.2023 - 07.2023
- Implemented the Scrum methodology, culminating in an impressive 20% acceleration in React development pace among our 3-member developer team
- Validated with Cypress, achieving a perfect 100% Deployment rate for 6 intricate web functions
- Produced a comprehensive 15-page B2B documentation, delving into the intricacies of our business model
- This resource not only elevated client comprehension but also served as a comprehensive guide for employees, enhancing operational efficiency
Data Analyst Intern
Accenture
05.2023
- Conducted Exploratory data analysis using Pandas and NumPy to process and analyze 6 years of sample historical data, extracting actionable insights
- Utilized Scikit-learn to create a Confusion matrix, from which we derived a 85% Accuracy score
Management Intern
International Centre for Entrepreneurship and Technology
12.2022
- Commanded an internship role by an expo at iCreate's 'Envagilize' event with Management to create standout experience for 50 Startups, Arranging accommodation and lodging and securing noteworthy funding
Data Scientist Intern
Yoshop.com
11.2022
- Utilized BeautifulSoup (bs4) for data collection and performed data manipulation to prepare it for applying machine learning algorithms
Education
M.TECH -
IIT Kharagpur
01.2024
B.E -
Vishwakarma Government Engineering College
01.2021
HSC Exam -
Gajera Vidyabhavan
01.2017
Skills
- Python
- SQL
- JavaScript
- Jira
- Data analysis
- Predictive modeling
- Exploratory data analysis
- Machine learning
Certification
- CS50 - Computer Science, Harvard University
- Data Structure and Algorithms & Design and Analysis of Algorithm, IIT Madras (NPTEL)
- Python for Data Science, IIT Madras (NPTEL)
- Data Science: The Art and Science of Machine learning, VGEC & Reliance JIO
- IBM Professional Data Science Certificate, IBM - Present
Ngo Project
Enabled NGO-Student interaction via secure video conference web app, login-free Children-Friendly sessions., https://kamal3839.pythonanywhere.com
Competitive Coding
CodeKaze, AIR 2946, 06/01/23
Timeline
Data Analyst
HSBC
06.2024 - Current
Web developer & Project Management Intern
Track Manufacturing
06.2023 - 07.2023
Data Analyst Intern
Accenture
05.2023
Management Intern
International Centre for Entrepreneurship and Technology
12.2022
Data Scientist Intern
Yoshop.com
11.2022
B.E -
Vishwakarma Government Engineering College
HSC Exam -
Gajera Vidyabhavan
M.TECH -
IIT Kharagpur
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