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Lanor-Jephthah1/README.md

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About Me

I am a Computer Engineering student at the University of Energy and Natural Resources (UENR) in Ghana, with a deep passion for Artificial Intelligence, Natural Language Processing (NLP), and low-resource African language technologies.

Experienced in developing end-to-end AI applications, custom-tuning LLMs, and building robust full-stack desktop and web automation. I combine mathematical modeling, low-level hardware intuition, and state-of-the-art deep learning workflows to solve tangible, real-world problems.

  • Education: BSc Computer Engineering @ UENR (Expected Oct. 2026)
  • Research Focus: Quantized Fine-Tuning (QLoRA), Machine Translation for Ghanaian languages, and Distributed Systems
  • Motto: Innovating at the intersection of AI, hardware engineering, and language preservation.
Core Expertise Focus Areas

Technical Arsenal

Technical Stack Marquee

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Highlighted Projects

An advanced translation pipeline designed to bridge Twi (Ghanaian native language) and English.

  • Technologies: Python, PyTorch, Hugging Face transformers, Peft (QLoRA), NLLB-200.
  • Features: Fine-tuned Meta's No Language Left Behind (NLLB) model using quantized parameter-efficient tuning. Leveraged a custom-polished bilingual corpus to optimize BLEU and ChrF scores for low-resource translation. Includes interactive Gradio interface.
NLLB-Twi-QLoRA System Pipeline Architecture

Echo AI – Companion Chatbot

A highly responsive, contextual AI companion built for natural, real-time conversations.

  • Technologies: Next.js, Node.js, Vercel, TailwindCSS, LLM APIs.
  • Features: Real-time streaming API responses, long-term memory integration, and beautiful glassmorphic UI. Optimized using Vercel serverless functions with dynamic domain configurations.

SukuuPath Platform

An AI-powered academic advisor and career recommendation platform designed for African students.

  • Accomplishments: Selected to be presented at the 3rd International AI Conference at Walsh University (April 2026).
  • Features: Leverages student transcripts, personal interests, and local market trends to recommend personalized educational paths, courses, and job resources.

Repository Project: Smart File Organizer + Jarvis GUI

This repository hosts an automated local toolkit built to streamline Windows desktop organization and system maintenance.

Click to view original project documentation

Features

  • File Organizer (main.py):
    • Sort files by category (images, videos, documents, code, etc.) or custom mode.
    • SHA-256 duplicate detection with routing to a dedicated duplicates folder.
    • Dry-run mode, folder watch, and safe collision handling.
  • Jarvis GUI Assistant (jarvis.py):
    • Desktop GUI wrapper to run routine cleanups, check logs, and manage configuration.
    • Includes CLI and one-shot execution modes.

Quick Start

  1. Run Organizer:
    python main.py --source "%USERPROFILE%\Downloads" --destination "%USERPROFILE%\Downloads\Organized"
  2. Run Jarvis Assistant:
    python jarvis.py

Deep Learning Model Training Console Monitor

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Relevant Experience

  • Volta River Authority, Akosombo | MIS Intern (Oct 2025 - Dec 2025 & Nov 2024 - Dec 2024)
    • Managed server room switch patching, Cat6 termination, and Hydro Generation Station IT troubleshooting.
    • Deployed Oracle Fusion ERP suites and streamlined secure domain user onboarding workflows.
  • 100 Days of Code | The App Brewery | Software Developer Intern (Oct 2023 - Jan 2024)
    • Completed comprehensive programming training in Python scripting, web scraping, and automation logic.
  • Manya Krobo Senior High School | NSMQ Team Lead (Jan 2022 - Jun 2022)
    • Led academic preparation and coordination for the prestigious National Science & Maths Quiz (NSMQ).

Honors & Certifications

  • IBM Generative AI Engineering Professional Certificate (Coursera, Jan 2026 - Present)
  • Presenter @ 3rd International AI Conference, Walsh University (April 2026)
  • 2nd Place Qualifier @ NSMQ Eastern Regional Qualifiers (May 2022)

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Thanks for stopping by! Keep on floating high!

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