Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Shivam Garg

New Delhi

Summary

Result Driven - Experienced Data Scientist with over 3 years of expertise in AI automation and applied machine learning. Led the development of intelligent systems for extracting insights from financial documents, automating M&A analysis, and classifying company performance using key financial metrics. Strong track record in streamlining workflows, reducing manual processes, and delivering high-impact analytics across business and FInancial domains.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Data Scientist

Infonet Technologies
New Delhi
09.2023 - Current
  • Developed an agentic AI model to extract data from complex PDF charts and generate executive summaries in seconds, enhancing decision-making speed.
  • Automated Organic-Inorganic (O/I) split analysis by integrating transactional data with AI-based extraction of M&A declarations from annual reports—slashing manual processing time from 2 weeks to 25 seconds.
  • Engineered supply chain Data tools for tiered supplier reporting across global geographies, enabling procurement optimization.
  • Built a robust ML classification model to categorize companies into performance tiers (High, Average, Underperformed) using key financial KPIs like ROIC, TSR, revenue growth, and margins, providing actionable intelligence to stakeholders.

Data Analyst

Kreate Global Pvt. Ltd.
New Delhi
05.2022 - 07.2023
  • Drove 80% business growth in the power sector within a year by leveraging advanced statistical, machine learning, and deep learning techniques.
  • Improved forecast accuracy to 94% and reduced MAPE by 40% through the development of predictive models (MLR, SVM, ARIMA, NNs), leading high-impact ML projects end-to-end.
  • Achieved 90% automation in demand forecasting workflows, significantly reducing manual intervention and optimizing model performance to 85–90% accuracy.

Education

Master of Science - Data Science

Liverpool John Moores University
LiverPool
03-2023

Bachelor of Science - Computer Science

University of Delhi
New Delhi, India
03-2021

Skills

  • Python & ML Libraries
  • SQL & NoSQL Databases
  • Large Language Models (LLMs) & OpenAI APIs
  • Prompt Engineering & Instruction Tuning
  • Retrieval-Augmented Generation (RAG) Architectures
  • NLP & Document Intelligence (PDF parsing, OCR, summarization)
  • AI Workflow Automation
  • Cloud Platforms & MLOps
  • Business Intelligence & Data Storytelling (Tableau, Power BI, executive reporting)

Certification

Post Graduate Diploma in Data Science - Business Intelligence and Data Analytics

IIIT-Bangalore

Timeline

Data Scientist

Infonet Technologies
09.2023 - Current

Data Analyst

Kreate Global Pvt. Ltd.
05.2022 - 07.2023

Master of Science - Data Science

Liverpool John Moores University

Bachelor of Science - Computer Science

University of Delhi

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