Allan Almeida

AI Engineer & Tech Innovator

University of Maryland | Master of Information Systems | Terrapin Scholar

BUILDING AI SOLUTIONS THAT MATTER

I'm Allan Almeida, a tech-focused AI engineer passionate about building real-world solutions in legal tech, healthcare, and cloud systems. As a Master's in Information Systems student at the University of Maryland, I've developed AI tools that combine machine learning with cloud infrastructure to drive measurable impact.

University of Maryland, Robert H. Smith School of Business

Master of Information Systems | Terrapin Scholar

Plus a love for chess that keeps my problem-solving sharp ♟️

AI/ML Pipeline Development

Cloud Infrastructure (AWS, GCP, Azure)

DevOps & CI/CD Automation

Legal Tech Solutions

NLP & LLM Implementation

Full-Stack Development

FEATURED PROJECTS

Project 01

AI-Based Legal Assistant

Developed a Generative AI Retrieval Augmented system (RAG) to analyze and summarize legal documents, reducing workload by 80% and optimizing the file system using FAISS. Integrated fine-tuned ML model for private client data redaction. Published in IEEE journal.

98% Document Classification Accuracy 80% Workload Reduction IEEE Publication

View Demo

Project 02

AI Image Detection

Built a lightweight app to detect AI-generated images using EXIF metadata analysis and sharpness checks—without any ML models or GPU requirements—ensuring accessibility and efficiency for all users. Achieved 92% detection accuracy in test cases, successfully flagging AI-generated content while accurately identifying real images, including a photo taken on a Utah street.

80% Faster Uploads 98% Classification Accuracy GPU-Optimized Training

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Project 03

AI Chatbot

Built an AI storage assistant in just 1 day during an interview challenge with EasyBee AI using Replit, integrating the Airtable API as a structured memory bank, Google Calendar for event handling, and a RAG-based architecture for dynamic, context-aware responses—boosting retrieval accuracy by 30% through enhanced data entry and smart context linking.

Integrated with Airtable
20% Time Reduction RAG Based

View System

PROFESSIONAL IMPACT

AI Intern

Tybera Development Group

Currently modernizing enterprise document management architecture, building ML pipelines on GPU systems, and developing ETL solutions with 80% performance improvements.

Founding Engineer

Atomic Asher LLP

Led DevOps automation, built generative AI legal assistant with RAG, automated deployments reducing deployment time by 40% and improving system availability by 25%. Launched QR payment app with 100+ downloads.

Research Intern

IIT Patna

Built scalable NLP workflows analyzing 1M+ medical records, improved model training time by 40%, achieved 97% accuracy in drug reaction pattern analysis using LLMs.

98%

AI Model Accuracy

80%

Performance Improvements

40%

Deployment Time Reduction

1M+

Records Processed

60%

Profit Increase for Insurance Client

LET'S BUILD SOMETHING AMAZING TOGETHER

Ready to tackle your next AI challenge? Whether you're looking to implement machine learning solutions, optimize cloud infrastructure, or build innovative legal tech tools, I bring both strategic thinking and hands-on execution to every project.

allan004@umd.edu

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