New Year Offer End Date: 30th April 2024
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Program

Automated Impact Reporting: LCA & Generative AI

Using Large Language Models (LLMs) to Streamline ESG Compliance and Sustainability Reporting.

Skills you will gain:

About Program:

This workshop will delve into the synergy between Life Cycle Assessment (LCA) and Generative AI to automate and optimize impact reporting. Participants will gain hands-on experience with advanced AI tools that streamline the environmental impact assessment process, offering valuable insights into sustainability practices.

Aim: The aim of this workshop is to explore the integration of Life Cycle Assessment (LCA) with Generative AI to automate impact reporting. Participants will learn how AI-driven tools can enhance the accuracy and efficiency of environmental impact assessments.

Program Objectives:

  • Understand LCA principles and their role in sustainability.
  • Learn how Generative AI enhances LCA and automates impact reporting.
  • Apply AI tools to real-world scenarios for optimized environmental decision-making.
  • Explore AI-driven systems for scaling environmental impact assessments across industries.

What you will learn?

Day 1: The Foundation – Data, Frameworks, and APIs

  • Sustainability reports: GRI, ISO 14040
  • Understanding APIs and LLMs
  • AI security and privacy practices

Hands-on Lab

  • Setting up Google Colab and securing API keys
  • Loading sample data (facility_emissions.csv)
  • Making the first API call with Python

Day 2: The Logic – Prompt Engineering & LangChain

  • System vs. user prompts
  • Preventing hallucinations and grounding AI
  • Introduction to LangChain

Hands-on Lab

  • Crafting and injecting prompts with data
  • Testing and refining AI responses for compliance

Day 3: The Insight – Batch Processing & Document Output

  • Automating repetitive tasks with loops
  • Structuring reports and human-in-the-loop review

Hands-on Lab

  • Automating data processing in Python
  • Generating and exporting reports in Markdown

Mentor Profile

Fee Plan

INR 1999 /- OR USD 50

Get an e-Certificate of Participation!

2024Certfiacte

Intended For :

  • Doctoral Scholars & Researchers: PhD candidates seeking to integrate computational workflows into their molecular research.
  • Postdoctoral Fellows: Early-career scientists aiming to enhance their data-driven publication profile.
  • University Faculty: Professors and HODs interested in modern bioinformatics pedagogy and tool mastery.
  • Industry Scientists: R&D professionals from the Biotechnology and Pharmaceutical sectors transitioning to genomic-driven discovery.
  • Postgraduate Students: Final-year PG students looking for specialized research-grade exposure beyond standard curricula.

Career Supporting Skills

Program Outcomes

  • Apply GRI/ISO 14040 to real data

  • Secure APIs + run Python calls in Colab

  • Write grounded prompts, reduce hallucinations

  • Use LangChain for compliant workflows

  • Batch-process data and export Markdown reports