Mude Charan Naik
About Me
An IIT Roorkee Graduate with an Integrated MTech in geophysics Technology, self-taught in SQL, Python, and Excel. My final semester Dissertation That made me realise I was more interested in Data. Today, I combine my rigorous engineering background with self-taught technical skills to clean complex datasets, uncover hidden trends, and transform raw numbers into clear, actionable business stories.
RESUMESkills
Programming Languages
Packages & Libraries
Data Visualization
Statistics
Projects
1. Sales Performance Analysis
- Analyzed overall sales trends, sales by category, and profit analysis by customer segments.
- Derived and presented actionable business insights to optimize revenue strategies.
2. Customer Churn Prediction
- Built a predictive machine learning model to forecast customer churn and reduce attrition.
- Developed interactive dashboards for stakeholders to monitor real-time metrics.
3. Lending Club Data Analysis
- Performed extensive exploratory data analysis (EDA) on loan data to uncover risk trends.
- Visualized key metrics to facilitate data-driven decision-making processes.
4. Seismic Data Anomalies
- Processed and analyzed large-scale geophysical datasets to identify subsurface anomalies.
- Implemented advanced programmatic techniques, significantly improving project accuracy.
Experience
AI Trainer | Project Nebula
Soul Ai • Jan 2025 - Feb 2025
- Evaluated multiple AI model responses to determine adherence to complex guidelines and factual accuracy.
- Iteratively refined prompts to reduce AI hallucinations and align outputs with user intent.
- Facilitated the fine-tuning of LLMs through RLHF and detailed review to correct conceptual errors.
Rheological Modelling Researcher
IIT Roorkee • May 2024 - May 2025
- Performed advanced rheological modeling using MYflow (MATLAB) to evaluate recrystallized quartz behavior.
- Conducted microstructural characterization using high-resolution imaging to understand strain localization.
- Assessed deformation temperatures to interpret geodynamic conditions.
Geophysics Field Trainee
Earth Science Dept • Dec 2022 - Jan 2023
- Employed seismic reflection and resistivity methods to investigate subsurface properties.
- Analyzed geophysical datasets to identify patterns and anomalies efficiently.
Additional Project
5. Market Basket Analysis
- Implemented Apriori algorithm to identify product associations and customer purchasing patterns.
- Generated data-driven recommendations to optimize cross-selling and retail strategies.
Education
Int. M.Tech Geophysical Technology
IIT Roorkee • 2020 - 2025
Interests
- Data Analysis
- Business Intelligence
- Data Visualization
- Predictive Analytics
Volunteer
Community Engagement
NGO & Relations: Road Safety Cell • Dec 2020 - Jul 2021
- Actively participated in community outreach programs to raise awareness about road safety.
- Engaged with residents and educational institutions to promote safe driving practices.