About

Work Experience

• Software Engineer (Backend & AI Focus), Brendi Tech

  Dec, 2023 - Present

  Designing and developing AI agents for food delivery chatbots, with primary responsibility for backend architecture, prompt engineering, and system scalability.

  • Architected and implemented scalable conversational AI backend services using Node.js and TypeScript for WhatsApp-based chatbots.

  • Managed and optimized critical backend infrastructure leveraging Google Cloud Platform (GCP), Firebase, and Firestore to ensure high availability and performance.

  • Designed and integrated robust APIs with third-party services, managing data persistence across MongoDB and BigQuery.

  • Engineered and fine-tuned AI agent responses through advanced prompt engineering techniques, resulting in [quantifiable improvement, e.g., 'X% reduction in misinterpretations' or 'Y% increase in successful order completions'].

  • Contributed to data engineering initiatives to support AI model development and performance monitoring, analyzing [specific data metrics, e.g., 'user interaction logs for model retraining'].

Projects Experience

• LLM Study Assistant (Full-stack AI Application)

  - Present

  Developed a comprehensive open-source LLM-powered study assistant to enhance learning and knowledge retention, leveraging RAG and Spaced Repetition Systems.

  • Designed and implemented a full-stack web application (React, Node.js) featuring an interactive chat interface for educational purposes.

  • Integrated with OpenRouter and Ollama to leverage various open-source Large Language Models (LLMs) and embedding models for diverse functionalities.

  • Engineered a robust Retrieval Augmented Generation (RAG) system to enable precise querying and summarization of uploaded PDF documents, achieving [quantifiable metric, e.g., 'X% retrieval accuracy' or 'Y% reduction in hallucinated responses'].

  • Implemented a Spaced Repetition System (SRS) algorithm to generate personalized review questions from extracted notes, reportedly improving user retention by [quantifiable metric, e.g., 'anecdotal Z% improvement in test scores'].

  • Managed database schema and operations using SQLite, ensuring efficient data storage and retrieval for user interactions and notes.

• Concurrent Text Editor (Distributed Systems & Backend Exploration)

  - Present

  Designing a distributed concurrent text editor to explore various programming paradigms, concurrency models, and distributed systems concepts.

  • Implemented backend services in Go and Erlang, focusing on efficient concurrency and inter-service communication (e.g., [specific protocol or method used]).

  • Explored functional programming paradigms with an in-progress Haskell service for advanced state management and fault tolerance.

  • Successfully containerized the entire application using Docker and deployed to a remote server for testing distributed functionality and scalability up to [number of concurrent connections/users tested].

  • Gained hands-on experience with state synchronization, fault tolerance, and design patterns for robust distributed systems.

Skills

Education

Volunteer Work

Interests