🌐 Company: https://unstructured.io
Role: Senior Machine Learning Engineer (LLMs)
Type: Contract & Full Time
Duration: [May 2023 - April 2025]
🌟 Problem Statement & Motivation 🌟
Value Proposition
Transform complex, unstructured data into clean, structured data.
Technical Problem
Develop an intelligent document processing system that can:
- Extract structured data from unstructured documents with high accuracy
- Handle multi-modal content (text, images, tables, figures)
- Scale efficiently for enterprise-level document processing
- Maintain accuracy across diverse document formats and quality levels
Unstructured provides a platform and tools to ingest and process unstructured documents for retrieval-augmented generation (RAG), agentic AI, and model fine-tuning.
🌟 Tools & Technologies 🌟
🌟 Technical Leadership & Collaboration 🌟
🌟 Core Skills Demonstrated 🌟
🔧 Technical Challenges Solved 🔧
📊 Metrics & Impact 📊
Data Collection & Exploratory Data Analysis
Feature Engineering & Modeling Approach
Evaluation Metrics & Justification
Deployment Architecture
MLOps Implementation
Diagrams