Behailu W.

Crafting Digital Excellence

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Building AI-enhanced applications that solve real problems and scale with your business.

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About Me

AI Engineer & Full-Stack Developer | Turning Ideas Into Intelligent Software

I am an AI Engineer and Full-Stack Developer who specializes in building intelligent, scalable, and compliant software solutions. My journey began in law, which gives me a unique perspective on architecting systems that solve complex business problems while navigating intricate regulatory landscapes.

🧠 AI-Powered SaaS

I build AI-powered SaaS platforms from concept to launch, creating intelligent systems that help businesses operate with more confidence and efficiency.

⚙️ Data Engineering

I engineer full-stack data pipelines using Python, OCR, and NLP models to process complex information and extract valuable insights.

⚖️ Legal Tech

I merge deep technical skill with legal insight to create compliance-focused applications that navigate complex regulatory landscapes.

🚀 Business Solutions

I am passionate about creating tools that help businesses operate with more confidence and efficiency, turning ambitious ideas into market-ready products.

🛠️ Technology Stack

Frontend

ReactNext.jsStreamlitTypeScriptTailwind CSSGradio

Backend & Core

PythonFastAPINode.jsRESTful APIsSQLAlchemyJavaYAML

AI / Machine Learning

RAG & LangChainLocal LLM DeploymentPEFT (LoRA/QLoRA)Alignment (RLHF/DPO)Prompt EngineeringOllamaNLPScikit-learn

Databases

PostgreSQLMySQLRedisVector DB (Chroma, FAISS)

Cloud & DevOps

AWS (EC2, S3, RDS)VercelDocker & Docker ComposeCI/CDGit & GitHubLinux

Content & Documentation

MkDocsMermaid.jsTechnical WritingCourse Design

I thrive on turning ambitious ideas into market-ready products, creating systems that help people work smarter and more confidently, especially in industries where rules are always changing.

Featured Projects

Innovative solutions that blend cutting-edge technology with real-world impact

The AI Cortex

An Interactive AI Engineering Course

A comprehensive, open-source educational platform teaching the full lifecycle of AI engineering, from Transformer fundamentals to production deployment and responsible AI practices.

Technology Stack

MkDocsPythonVercelCI/CDMermaid.js

ClarityHealth Tech

AI-Powered Regulatory Intelligence

An AI-powered regulatory intelligence platform that automates compliance analysis for healthcare organizations navigating HIPAA, FDA, and GDPR.

Technology Stack

Next.jsPythonPostgreSQLAWSAI/ML

Compliance Compass

Pre-Collection Legal Risk Analysis

A pre-collection intelligence tool that uses a machine learning model to score the legal risk of public data sources by analyzing their Terms of Service.

Technology Stack

ReactFastAPIScikit-learnNLP

ChannelBoostAI

AI-Driven Content Optimization

A SaaS application providing content creators with AI-driven tools for SEO optimization and automated content compliance checks.

Technology Stack

Vue.jsNode.jsYouTube APIMachine Learning
Nimbus SaaS screenshot

Nimbus SaaS

Automated Personal Data Removal

A privacy-focused platform that automates the discovery and removal of personal data from public databases, featuring a GDPR-compliant architecture.

Technology Stack

ReactFastAPIDockerMicroservices
Coming Soon
Case Study

Interested in collaborating on your next project?

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Professional Experience

A journey through innovative technology solutions and impactful collaborations

Led end-to-end development and launch of multiple AI-powered SaaS products, managing full technology stack, product strategy, and market deployment.

Key Projects & Achievements

ClarityHealth Tech (clarityhealthtech.tech)
  • Architected AI-driven regulatory intelligence platform helping healthcare organizations navigate HIPAA, FDA, and GDPR compliance requirements.
  • Engineered comprehensive data pipeline using Python, OCR, and NLP models to process unstructured legal and governmental documents.
  • Built secure subscription-based frontend with Next.js and integrated Stripe API for recurring payment management.
  • Implemented PostgreSQL Full-Text Search with optimized indexing for advanced search functionality.
Compliance Compass (compliancecompass.tech)
  • Developed ML-powered pre-collection intelligence tool that analyzes Terms of Service to score legal risk of public data sources.
  • Built responsive React frontend and high-performance FastAPI backend, demonstrating rapid MVP development capabilities.
  • Created GDPR-compliant data handling and privacy protection mechanisms.
Pathfinder AI - AI-Powered Immigration Assistance Platform
  • Architected and built a full-stack, containerized RAG (Retrieval-Augmented Generation) application to provide expert assistance on U.S. immigration law, leveraging open-source technologies for full data privacy and control.
  • Engineered a multi-modal data ingestion pipeline capable of processing and understanding diverse unstructured data sources, including PDFs, DOCX files, websites, structured CSV/JSON data, and more, using a combination of specialized loaders and the Unstructured library.
  • Developed a resilient, self-updating knowledge core by implementing an intelligent web scraping agent (Crawl4AI) to periodically fetch and parse official USCIS guidelines, with a robust fallback system to ensure 100% application uptime.
  • Integrated and orchestrated local, open-source Large Language Models (Ollama/Llama3) and embedding models within a sophisticated LangChain framework, enabling private, secure, and accurate natural language responses.
  • Containerized the entire multi-service application (FastAPI, Streamlit, Ollama) using Docker and Docker Compose, creating a portable, scalable, and production-ready system.
ChannelBoostAI (channelboostai.com)
  • Developed AI-powered platform for YouTube creators providing SEO optimization and automated compliance checking.
  • Integrated YouTube Data API and built ML-driven recommendation engine for data-driven content strategies.
  • Established CI/CD pipeline with containerized deployment and subscription billing system.
Nimbus SaaS
  • Architected containerized SaaS for privacy management with microservices.
  • Built legal data scraping engine using Playwright, Scrapy, and browser automation.
  • Developed secure API with JWT, RBAC, and privacy-compliant data flows.
  • Delivered intuitive React UI with user analytics and visualization.
  • Ensured full GDPR compliance through automated legal workflows.
Ready to discuss your next project?

Community & Content

Building bridges between technology and community through education and open collaboration

Ethio AI Insights

Educating on AI and legal tech for an Amharic-speaking audience through YouTube and a technical blog, making cutting-edge technology accessible.

The AI Cortex

An open-source course companion teaching the full lifecycle of AI engineering, from Transformer fundamentals to production deployment and responsible AI practices.

Open Source

Active contributor to legal technology and AI education initiatives on GitHub, fostering innovation through open collaboration and shared knowledge.

Building the future of legal technology

Ready to Build Something Great?

I am currently available for new opportunities. Whether you have a project in mind, a role to fill, or just want to connect, I would love to hear from you.