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Emmanuel Ayobami
๐Ÿ‘‹ Hello, I'm

Emmanuel Ayobami Adewumi

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"Mathematics is the language with which God has written the universe." - Galileo Galilei

Passionate Software Engineer & AI/ML Engineer driven by mathematical foundations that power our digital world. Building intelligent systems with PyTorch, deep learning, and scalable architectures while bridging the gap between mathematical theory and practical solutions.

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About Me

Engineering the future through innovation and precision

Hello, I'm Emmanuel Ayobami

A passionate Product & AI Engineer at VingtAI, where I bridge the gap between cutting-edge research and production-ready AI systems.

Research-Driven Innovation

As a PROMETHEUS AI Research Team Member, I translate complex research papers into practical applications with solid theoretical foundations.

Production Excellence

Currently building Inkriv - an AI-powered writing assistant with advanced LLM capabilities, retrieval systems, and AI memory.

Continuous Learning

ALX Software Engineering Graduate with a systematic approach to building innovative solutions that solve real-world problems.

Key Achievements & Impact

๐Ÿ—๏ธ
Inkriv AI Architecture Built complete AI writing assistant with multimodal agents, advanced pipelines, and AI memory systems
๐Ÿ”ฌ
Research to Production Successfully translate cutting-edge research papers into scalable production systems
โšก
Full Stack AI Solutions FastAPI backends, PostgreSQL optimization, Docker deployment, and multi-model orchestration
๐ŸŽฏ
Advanced Retrieval Systems Built sophisticated RAG systems with personalization and memory capabilities

My Engineering Philosophy

01
Research-First Approach

Dive deep into latest papers and understand theoretical foundations before building

02
Prototype & Iterate

Build proof-of-concepts rapidly and validate assumptions with real data

03
Scale with Precision

Transform prototypes into production-ready systems with robust architecture

" Innovation happens at the intersection of deep research and practical engineering. I build AI systems that don't just workโ€”they push boundaries. " โ€” My engineering philosophy

Professional Experience

2025 - Present

Product & AI Engineer

VingtAI

Leading the development of Inkriv, an AI-powered writing assistant designed for personalized, long-form content creation. Architected the complete AI system from scratch, including ghostwriting pipelines, advanced retrieval systems, and AI memory capabilities. Built production-grade FastAPI backend with multi-model orchestration, multimodal agents, and Docker deployment infrastructure.

๐Ÿง  AI System Design: Ghostwriting Pipeline, Advanced Retrieval Engine, AI Memory Systems
๐Ÿค– Multimodal Agents: Advanced pipeline orchestration, intelligent agent coordination
๐Ÿ—๏ธ Backend Architecture: FastAPI, PostgreSQL, Docker + NGINX, CI/CD pipelines
๐Ÿ”— Multi-model Integration: OpenAI, Gemini, Mistral with fallback logic
๐ŸŽ™๏ธ Audio Processing: Transcription endpoints, voice-to-text workflows
FastAPI Advanced LLM RAG Systems AI Memory PostgreSQL Docker Multi-model AI
2025

Software Engineering Intern

HNG Internship

Engaged in the HNG Internship, a dynamic remote program that bridges the gap between learning and professional experience. Collaborated with diverse teams to develop and deploy real-world applications, enhancing skills in software development, version control, and agile methodologies.

FastAPI Flask Postgresql
2024 - 2025

Machine Learning & Deep Learning Trainee

Prometheus AI Program

Completed an intensive program focused on machine learning and deep learning. Gained hands-on experience with model development, training, and deployment. Worked on projects involving natural language processing, large language models, transformers and Computer Vision, utilizing frameworks like PyTorch.

PyTorch NLP Transformers Computer Vision LLM
2023 - 2024

Software Engineering Trainee

ALX Africa

Completed the ALX Software Engineering Program, a rigorous 12-month course designed to develop full-stack engineering skills. Covered foundational and advanced topics, including data structures, algorithms, system design, database management with SQL and PostgreSQL, and containerization with Docker. Engaged in collaborative projects, enhancing problem-solving and teamwork abilities.

Python C SQL PostgreSQL Docker

Technical Skills

Python
Deep Learning
Machine Learning
PyTorch
C
C++
Flask
FastAPI
SQL
PostgreSQL
Docker
RAG Systems
Multi-model AI
Git
GitHub

Featured Projects

A showcase of my latest work in AI, machine learning, and software engineering

AI System Production
Live Product
Featured

Inkriv AI Writing Assistant

VingtAI Production

AI-powered writing assistant with personalized, adaptive AI. Built complete system from scratch at VingtAI.

๐Ÿง  AI Systems ๐Ÿค– Multimodal Agents ๐Ÿ—๏ธ Production Scale
Transformer From Scratch
Active

GPT-2 from Scratch

- PyTorch

Complete GPT-2 implementation from scratch with attention mechanisms and training pipelines.

๐Ÿง  Transformers ๐Ÿ”„ From Scratch
View Code
LLM QLoRA
Active

LLM Fine-tuning Framework

- Python

Scalable framework for fine-tuning LLMs using LoRA and QLoRA with quantization support.

โšก QLoRA ๐Ÿ“š Instruction Tuning
View Code
Attention Transformer
Active

Attention is All You Need

1 PyTorch

Complete implementation of the groundbreaking Transformer architecture from the "Attention is All You Need" paper. Deep dive into self-attention, multi-head attention, and positional encoding mechanisms.

๐ŸŽฏ Self-Attention ๐Ÿ”„ Multi-head Attention ๐Ÿ“ Positional Encoding
View Code
RAG NLP
Active

RAG Grammar Enhancer

- Python

Real-time language refinement system using Retrieval-Augmented Generation. Corrects grammar and fluency issues while providing contextually relevant suggestions.

๐Ÿ” RAG Architecture โœ๏ธ Grammar Correction โšก Real-time Processing
View Code
FastAPI Chatbot
Active

VerisBot

- AI Bot

Production-grade enterprise AI chatbot built with FastAPI and powered by Hugging Face Inference API. Features Google Gemma-2-2b-it model for clear, accurate responses.

๐Ÿค– Enterprise Grade ๐Ÿš€ FastAPI Backend ๐Ÿง  Gemma-2 Model
View Code
Translation Transformers
Completed

LinguaSync

- Python

Neural Machine Translation system with Transformer architecture. Features Flask web interface and Docker containerization for scalable deployment.

๐ŸŒ Neural Translation ๐Ÿ”„ Transformer Model ๐Ÿณ Docker Ready
View Code
PyTorch CNN
Active

Deep Learning 00

- Python

Comprehensive image classification project using CNNs, featuring AlexNet, LeNet, and ResNet implementations with CIFAR-10, Fashion-MNIST, and ASL datasets.

โœจ 100% ASL Classification ๐Ÿ”ฅ Mixed Precision Training ๐Ÿ“Š W&B Integration
View Code
Computer Vision Object Detection
Active

Deep Learning 01

- Python

Advanced computer vision projects focusing on segmentation, object detection, and state-of-the-art CNN architectures.

๐ŸŽฏ Object Detection ๐Ÿ–ผ๏ธ Image Segmentation โšก Optimized Training
View Code
RNN Sequential
Active

Deep Learning 02

- Python

Sequential data processing and recurrent neural networks for time series analysis and natural language processing.

๐Ÿ”„ RNN & LSTM ๐Ÿ“ˆ Time Series ๐Ÿ—ฃ๏ธ NLP Tasks
View Code
Flask Education
Completed

SMP MultiSchool Website

- Flask

Comprehensive digital learning platform for multi-school academic collaboration and resource management.

๐ŸŽ“ Education Platform ๐Ÿ‘ฅ Multi-user System ๐Ÿ“š Resource Management
View Code
Web App Music
Completed

EchoDAT

- Web

Innovative web application for music groups to enhance collaboration, share resources, and coordinate activities.

๐ŸŽต Music Collaboration ๐Ÿค Team Management ๐Ÿ“ฑ Responsive Design
View Code
Real-time WebSockets
Active

CChatAPP

- Chat

Real-time chat application with instant messaging capabilities, featuring modern UI and robust backend architecture.

โšก Real-time Messaging ๐Ÿ”’ Secure Communication ๐ŸŽจ Modern Interface
View Code

๐Ÿ“ฌ Get in Touch

Feel free to reach out! Let's build something amazing together. ๐Ÿš€

๐Ÿ“ง Email ๐Ÿ’ผ LinkedIn ๐Ÿ–ฅ๏ธ GitHub ๐ŸŽฅ YouTube ๐Ÿฆ X

Send a Direct Message โœ‰๏ธ