Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Timeline
Generic

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

Websites

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

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