Karthik M
@karthikm1
AI/ML Engineer driving data-backed decisions at scale.
What I'm looking for
As a Data Analyst, I am passionate about leveraging data to drive impactful business decisions. With a B.S. in Data Science & Applications from the prestigious Indian Institute of Technology Madras, I have consistently ranked in the top 5% of my class, showcasing my commitment to excellence in the field.
In my freelance role, I have successfully reduced churn by 18% through SQL-driven segmentation and predictive modeling, preserving significant customer value. My expertise in creating polished dashboards using Tableau and Power BI has empowered product and marketing teams to make informed decisions. Additionally, my contributions to open-source projects have enhanced user retention and customer experience, demonstrating my dedication to collaborative engineering.
Experience
Work history, roles, and key accomplishments
Freelance Data Analyst
Self Employed
Apr 2025 - Present (9 months)
As a Freelance Data Analyst, I utilized SQL-driven segmentation and predictive modeling to reduce churn by 18%, preserving significant customer value. I created over 5 dashboards using Tableau and Power BI for actionable insights, and ranked in the top 5% of Kaggle's Rainfall Prediction Challenge with a highly accurate forecasting model.
Open-Source Data Analyst
Self Employed
Apr 2024 - Present (1 year 9 months)
In my role as an Open-Source Data Analyst, I designed a SQL-integrated sales forecasting tool that improved demand prediction accuracy by 23%. I also developed a reusable Python visualization library adopted by numerous contributors, enhancing analytics capabilities across various teams.
Technical Mentor
IIT Madras BS Community
Jan 2024 - Present (2 years)
Provide mathematics and statistics tutoring and mentorship to foundation-level students, improving peer-learning outcomes and academic performance across mentored cohorts.
Credit Risk Consultant
Kumaran Stores
Jan 2025 - May 2025 (4 months)
Implemented a data-driven risk profiling and credit tracking system that reduced potential default risk by 28% and optimized inventory turnover via ABC analysis to reduce stockouts for high-margin SKUs.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Madras
Bachelor of Science, Data Science & Applications
2024 - 2028
Grade: 9.63
Pursuing a Bachelor of Science in Data Science & Applications with a CGPA of 9.63, ranking in the top 5%. The program focuses on data analysis, machine learning, and applications of data science in various domains.
Availability
Location
Authorized to work in
Portfolio
github.com/Krasper707Social media
Job categories
Skills
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