Aman Kumar
Bangalore
Summary
Data Analyst with 6+ years’ experience in predictive modeling, time series forecasting, and NLP-based automation. Proficient in Python, machine learning, and Power BI to generate actionable insights and enhance operational efficiency. Skilled at collaborating with stakeholders to translate complex data into strategic business decisions.
Overview
7
7
years of professional experience
Work History
Finance Analyst
Cisco
06.2025 - Current
DATA ANALYST
Adani Enterprise Ltd.
01.2024 - 06.2025
- Developed time series forecasting models using ARIMA and seasonal decomposition to predict monthly coal imports, improving accuracy by 15% and aiding procurement planning.
- Designed an NLP chatbot using TinyLlama-1.1B, TF-IDF, and cosine similarity to automate Contract Admin responses from scanned PDFs, improving efficiency by 30% with a Stream lit user interface.
- Developed advanced Power BI Dashboards and Data Models to predict monthly import volumes based on sales trend, improving procurement planning accuracy by 25% and reducing stockouts by 15%.
- Generated insights on fuel efficiency and equipment utilization, recovering 5 Crore in revenue by identifying opportunity losses.
DATA ANALYST
Impleys.
01.2023 - 01.2024
- Converted Data into actionable insights to drive successful business solutions.
- Utilized MS SQL and Power BI/Visualization tool sets for data intelligence and analysis.
- Preparing reports and presentations to communicate findings to various teams and stakeholders.
Data Science Analyst
Shell India Pvt LTD.
01.2022 - 01.2023
- Develop custom data models using ML algorithms like Regression, Testing.
- Collected cleaned and organized data using Python Libraries NumPy, pandas and matplotlib.
- Conducted business process analysis and identified critical issues, gaps and needs for an established process center and enhanced data analysis speed by 27%.
- Actively engaged in the quantitative analysis of sophisticated modeling to address business issues.
Data Analyst
IIFL
12.2018 - 01.2022
- Created and executed classification models for customer segmentation in microfinance, identifying creditworthy borrowers based on behavioral and financial attributes.
- Developed advanced Power BI dashboards effectively communicate insights and findings to stakeholders.
Education
Postgraduate - Data Science
Great Lakes Institute of Management
01.2021
MBA (INBM) - undefined
Lingayas University
01.2018
BSc - undefined
NSHM Knowledge Campus
01.2015
Skills
Python
MySQL
DAX
SQL
DataModelling
Data Mining
Data Warehousing
Time Series Forecast
Azure Devops
Pandas
Numpy
Statistics
AI Automation
Accomplishments
- Achieved 3 times Star of the Month Gaurav Awards for an excellent contribution towards assigned tasks.
- SixSigma Green Belt Certified.
Timeline
Finance Analyst
Cisco
06.2025 - Current
DATA ANALYST
Adani Enterprise Ltd.
01.2024 - 06.2025
DATA ANALYST
Impleys.
01.2023 - 01.2024
Data Science Analyst
Shell India Pvt LTD.
01.2022 - 01.2023
Data Analyst
IIFL
12.2018 - 01.2022
MBA (INBM) - undefined
Lingayas University
BSc - undefined
NSHM Knowledge Campus
Postgraduate - Data Science
Great Lakes Institute of Management