AI & Software Engineer, Full-Stack Automation

ABIUD SILOMBWANA

AI / SOFTWARE ENGINEER AI SYSTEMS & AUTOMATION FULL-STACK DEVELOPMENT

*******************@*****.*** • India

PROFESSIONAL SUMMARY

AI and Software Engineer focused on building intelligent applications, automation systems, and AI-powered products. Designed and developed SILO AI, an academic AI platform combining LLMs, personalized learning, assessment simulation, automated grading, authentication, databases, and interactive web interfaces. Hands-on experience with Python backend development, FastAPI, REST APIs, LLM integration, prompt engineering, database systems, debugging, and software architecture. CORE TECHNICAL SKILLS

Programming Python, C++, Java, JavaScript, HTML5, CSS, OOP AI / LLM Generative AI, LLM Integration, Prompt Engineering, Conversational AI, AI Evaluation, Local LLMs, Ollama Backend FastAPI, REST APIs, JWT Authentication, API Integration, Backend Architecture, Error Handling Databases SQL, SQLite, Database Design, Relational Data Modeling, CRUD Operations Web / UI Jinja, HTML/CSS, Responsive Interfaces, Dashboards, Frontend–Backend Integration Engineering Git/GitHub, VS Code, Debugging, Testing, Environment Configuration, Rapid Prototyping FEATURED PROJECT

SILO AI — AI-POWERED ACADEMIC OPERATING SYSTEM

Founder & AI Software Engineer

• Architected a modular AI application using Python and FastAPI.

• Integrated local Large Language Models (LLMs) to provide AI-powered tutoring and academic assistance.

• Designed AI workflows for personalized question answering, academic planning, assessment, and feedback.

• Developed REST API endpoints connecting the AI backend with the web interface.

• Implemented JWT-based authentication and user access management.

• Built database functionality using SQLite for application persistence.

• Designed an Exam Hall Simulator with timed examination workflows and automated AI feedback.

• Developed a Neural-Link Pedagogical Grading concept for structured response evaluation.

• Designed an Academic Vault for past papers, study resources, saved solutions, and learning roadmaps.

• Created free/premium access logic and product-oriented application workflows.

• Debugged API routing, authentication, model integration, database, and frontend/backend communication issues.

• Designed the system with modular architecture to support future AI models and services. Technologies: Python • FastAPI • SQLite • REST APIs • JWT • Jinja • HTML • CSS • LLMs • Ollama • Prompt Engineering • AI Evaluation • Software Architecture

ADDITIONAL TECHNICAL EXPERIENCE

• Designed AI-powered applications around real-world user workflows and practical requirements.

• Created structured prompts for consistent AI outputs and assessment workflows.

• Developed and tested RESTful API endpoints and connected databases with application logic.

• Diagnosed backend/frontend integration problems involving routing, dependencies, authentication, and data persistence.

• Applied iterative testing and debugging to improve application reliability and user experience. EDUCATION

Bachelor of Technology — Computer Engineering

Specialization: Artificial Intelligence & Big Data Analytics Marwadi University — India

PROFESSIONAL PROFILE

AI-focused software engineer with hands-on experience building intelligent applications from the ground up. Strong interest in Artificial Intelligence, software engineering, automation, backend systems, and scalable AI products. Experienced in translating product ideas into working software, integrating AI models into applications, designing APIs and databases, and troubleshooting application issues. CAREER INTERESTS

AI Engineering • Machine Learning Engineering • Generative AI • LLM Application Development • AI Automation • Backend Engineering

• Software Engineering • Full-Stack Development • AI Product Development • Intelligent Business Systems TECHNICAL KEYWORDS

Python • C++ • Java • FastAPI • REST APIs • SQL • SQLite • JavaScript • HTML • CSS • LLMs • Generative AI • Prompt Engineering • Ollama • JWT • Automation • Backend Development • Database Design • API Integration • Software Architecture • Debugging • Git • AI Product Development

Contact this candidate