Hanish K.

Key Skills

Software

Other

Top Subject Matter

ESG compliance

Artificial Intelligence/LLMs

regulatory risk classification

Top Data Types

Text

Document

Image

Top Task Types

Text Generation

Fine-tuning

Data Collection

Freelancer Overview

AI Compliance & Analytics Consultant — Squid Consultancy Group (LLM/RAG and agent workflow development for ESG audit sys. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Science, Hochschule der Bayerischen Wirtschaft (HDBW) (2023) and Bachelor of Engineering, Panjab University (2020). AI-training focus includes data types such as Text and labeling workflows including Text Generation.

Labeling Experience

AI Compliance & Analytics Consultant — Squid Consultancy Group (LLM/RAG and agent workflow development for ESG audit systems)

OtherTextText Generation

Built Universal RAG frameworks to ingest, categorize, and enable LLM-based ESG audit workflows over multi-source unstructured text inputs including legal filings, NGO reports, and real-time news feeds. Translated CSDDD and German Supply Chain Act (LkSG) requirements into automated technical risk-mapping models using supplier-level risk signals across multi-tier networks. Engineered GDPR-compliant LLM architectures aligned with ISO 27001 and SOC 2 governance to support data sovereignty across client environments. • Ingested and categorized multi-source unstructured text at scale for automated ESG audits. • Mapped regulatory text to supplier-level risk signals using custom taxonomies. • Built agentic, iterative supplier risk assessment workflows via cross-referencing against historical performance. • Produced decision-ready KPI dashboards and executive risk reports from AI-generated outputs.

2024 - Present

Education

Work History