# Fredrick Momanyi Morara – Full-Stack & Applied AI Engineer > Portfolio: https://freddymorara.tech > GitHub: https://github.com/fredymorara > LinkedIn: https://www.linkedin.com/in/freddymorara/ > Email: momanyifredm@gmail.com > Location: Kenya (Available for Remote Roles & Freelance Contracts Worldwide) ## Summary Fredrick Momanyi Morara is an early-career Full-Stack and Applied AI Developer specializing in modern production web applications powered by practical AI integrations, RAG pipelines, and cloud backend environments. He designs, builds, and deploys high-performance web systems using React 19, Next.js 16, NestJS 11, Node.js, Python 3.14, and AWS Bedrock. --- ## Core Technical Skills - **Frontend**: Next.js 16 (App Router), React 19, TypeScript, Tailwind CSS v4, Zustand, Framer Motion, HTML5, Vanilla CSS - **Backend & APIs**: Node.js, NestJS 11, Express, REST APIs, GraphQL, Swagger / OpenAPI, Model Context Protocol (MCP) - **Applied AI & LLMs**: AWS Bedrock AgentCore, ReAct Loops, RAG Pipelines, Vector Databases (Pinecone, Supabase pgvector), OpenAI API, Hugging Face, LangChain, Prompt Engineering, Linear SVM (scikit-learn) - **Cloud & DevOps**: AWS (Lambda, Bedrock, S3, IAM, Nova 2), Microsoft Azure, Docker, Neon Serverless Postgres, Vercel, Supabase - **Databases & ORMs**: PostgreSQL, MongoDB, Prisma ORM, Drizzle ORM, Mongoose - **Integrations**: M-Pesa Daraja Payment API, Better Auth, Clerk Auth, Nodemailer --- ## Key Projects ### 1. Flic Movies (Enterprise-Grade Streaming Monorepo) - **URL**: https://flicmovies.me - **Case Study**: https://freddymorara.tech/work/flic-movies - **GitHub**: https://github.com/fredymorara/movies - **Stack**: Next.js 16, NestJS 11, TypeScript, Tailwind CSS v4, Prisma ORM, PostgreSQL - **Description**: Monorepo streaming web application pairing a dynamic SSR frontend with an enterprise-grade, JWT-secured NestJS backend, complete with Redis caching and Prisma ORM. ### 2. Wave Anime (High-Performance Streaming Platform) - **URL**: https://anime.flicmovies.me - **Case Study**: https://freddymorara.tech/work/wave-anime - **GitHub**: https://github.com/fredymorara/wave - **Stack**: Next.js 15, React 19, Zustand, Tailwind CSS v4, Neon Serverless DB, Drizzle ORM, Node.js, Better Auth - **Description**: Anime tracking and streaming web application featuring cross-device progress synchronization, video player auto-skip, community forums, and a cyberpunk admin dashboard. ### 3. AWS Bedrock Travel Assistant (Autonomous AI Agent) - **Case Study**: https://freddymorara.tech/work/aws-bedrock-assistant - **GitHub**: https://github.com/fredymorara/AWS-Travel-Assistant - **Stack**: AWS Bedrock AgentCore, AWS Lambda, Python 3.12, MCP Gateway, Amazon Nova 2 - **Description**: Multi-tool autonomous agent running on Bedrock AgentCore, orchestrating external search and live weather tools via MCP gateways for real-time travel recommendations. ### 4. Programmatic AI Orchestration (Local Travel Planner) - **Case Study**: https://freddymorara.tech/work/programmatic-ai - **GitHub**: https://github.com/fredymorara/Programmatic-AI-Orchestration - **Stack**: AWS Bedrock Converse API, Python 3.14, boto3, Amazon Nova 2 - **Description**: Autonomous ReAct agent implementing raw Bedrock Converse API function-calling for fine-grained tool loop execution and schema validation. ### 5. AWS Restaurant Agent (ReAct Recommendation Agent) - **Case Study**: https://freddymorara.tech/work/restaurant-agent - **GitHub**: https://github.com/fredymorara/AWS-Restaurant-Recommendation-Agent - **Stack**: AWS Bedrock, AWS Lambda, Python 3.14, MCP, Amazon Nova 2 - **Description**: Autonomous dining recommendation agent using strict ReAct looping over Bedrock to parse requirements and query verified live restaurant inventory. ### 6. Smart AI Library Assistant (RAG Pipeline) - **URL**: https://ai-library-update.vercel.app/ - **Case Study**: https://freddymorara.tech/work/smart-ai-library - **GitHub**: https://github.com/fredymorara/libra-front - **Stack**: React, Next.js, RAG Pipeline, Vector Databases, Hugging Face, Groq, Supabase, Clerk - **Description**: Intelligent semantic search and RAG assistant enabling students to query library collections and receive context-grounded citations. ### 7. AI Spam Message Detector (Machine Learning) - **URL**: https://aispamdetector.streamlit.app/ - **Case Study**: https://freddymorara.tech/work/ai-spam-detector - **GitHub**: https://github.com/fredymorara/AI-Spam-Detector-App - **Stack**: Python, scikit-learn, Streamlit, NLTK, Pandas, NumPy, Linear SVM - **Description**: Real-time SMS and email spam classifier achieving 98%+ precision via TF-IDF vectorization and Linear SVM classification. ### 8. Student Welfare Management System (Fintech & Admin) - **URL**: https://kabarakstudentwelfare.netlify.app/ - **Case Study**: https://freddymorara.tech/work/student-welfare-system - **GitHub**: https://github.com/fredymorara/wms - **Stack**: React, Node.js, Express, MongoDB, M-Pesa Daraja API, JWT, Tailwind CSS - **Description**: Comprehensive university welfare portal handling emergency requests, automated approval workflows, and automated mobile money disbursements via Kenya's Safaricom M-Pesa Daraja API. ### 9. HansCredit (Fintech Loan Application) - **URL**: https://hans-credit.vercel.app/ - **Case Study**: https://freddymorara.tech/work/hans-credit - **GitHub**: https://github.com/fredymorara/HansCredit - **Stack**: Next.js, JavaScript, Nodemailer, Tailwind CSS, Framer Motion - **Description**: Streamlined personal and business credit application platform with automated email notification dispatch and application status tracking. --- ## Verified Professional Credentials - **Associate AI Engineer for Developers** (DataCamp) – 9 completed modules in OpenAI API, LangChain, Pinecone, Hugging Face, Embeddings, LLMOps - Verification: https://freddymorara.tech/credentials/ai-datacamp - **Developing AI Applications** (DataCamp) – 8 completed modules in AI Ethics, LangChain, Hugging Face, Prompt Engineering - Verification: https://freddymorara.tech/credentials/developing-ai-applications-datacamp - **Microsoft Azure Fundamentals (AZ-900)** (DataCamp) – Cloud architecture, governance, and services - Verification: https://freddymorara.tech/credentials/azure-fundamentals-datacamp - **Artificial Intelligence Fundamentals** (DataCamp) - Verification: https://www.datacamp.com/skill-verification/AIF0020406437984 - **Microsoft Learn Applied Skills**: - Extract insights from visual data on Azure: https://freddymorara.tech/credentials/visual-data-azure - Develop computer vision solutions with Microsoft Foundry: https://freddymorara.tech/credentials/computer-vision-foundry - Develop natural language solutions in Azure: https://freddymorara.tech/credentials/natural-language-azure - Develop AI agents on Azure: https://freddymorara.tech/credentials/ai-agents-azure - **IBM SkillsBuild**: Web Development Fundamentals (Credly verified) - Verification: https://freddymorara.tech/credentials/web-development-fundamentals-ibm - **Codecademy**: Learn React - Verification: https://freddymorara.tech/credentials/learn-react-codecademy - **Cisco Networking Academy**: - Linux Unhatched (Credly verified): https://freddymorara.tech/credentials/linux-unhatched-cisco - JavaScript Essentials 1 (Credly verified): https://freddymorara.tech/credentials/javascript-essentials-1-cisco - JavaScript Essentials 2 (Credly verified): https://freddymorara.tech/credentials/javascript-essentials-2-cisco --- ## Contact & Hiring Inquiries - Portfolio: https://freddymorara.tech - Email: momanyifredm@gmail.com - Phone: +254796795712 - LinkedIn: https://www.linkedin.com/in/freddymorara/ - GitHub: https://github.com/fredymorara