Enoch

ML & AI Engineer | Backend & DevOps

Machine Learning Engineer

Hi, I'm Abe Enoch Aboluwarin

I help startups and businesses ship intelligent products. From ML systems and scalable backends to infrastructure automation, I focus on production-ready solutions that perform reliably at scale.

See Projects Get In Touch

Experience

Co-Founder & COO

September 2023 - Present

Payvite, Lagos, Nigeria payvite.tech

  • Co-founded and led development of a fintech platform for secure cross-border payments.
  • Integrated payment gateways and improved reliability and scalability of core workflows.
  • Managed product design, engineering execution, and day-to-day business operations.
  • Processed over $100k in transactions in the first year.

Machine Learning Engineer & ML/RAG Specialist

March 2024 - July 2025 | Part-time

Cereus EdTechnologies (Remote) cereustechnologies.com

  • Built, maintained, and optimized RAG systems across multiple client use cases.
  • Integrated ML solutions into production with REST APIs and resilient deployment practices.
  • Contributed to research, architecture design, and rapid prototyping of new AI features.

Machine Learning Engineer & Technical Writer

December 2022 - October 2023

AlphaWorld, Dubai (Remote)

  • Developed recommendation algorithms for social platform growth and engagement.
  • Authored SRDs and PRDs to align engineering and product execution.
  • Supported backend teams with deployment and pipeline optimization.

Machine Learning Research Assistant

October 2022

FUTO (Federal University of Technology, Owerri)

  • Researched feature extraction methods focused on Local Binary Patterns (LBP).
  • Preprocessed and analyzed the PlantVillage dataset for classical ML workflows.
  • Evaluated LBP performance across classifiers in a collaborative research setting.

Notable Projects

CalorieAILens project icon

CalorieAILens - Calorie Tracking Platform

Computer Vision + Product Engineering
  • AI-powered calorie tracker that analyzes food images and delivers nutrition-aware calorie estimates.
  • Built as a practical end-to-end ML product with user-facing workflows and deployment-ready architecture.
  • GitHub Repo | Live Demo
Distributed Training project icon

Distributed Training

Deep Learning Infrastructure
  • Exploration of distributed model training workflows for scaling deep learning experiments efficiently.
  • Covers practical setup and engineering tradeoffs for multi-process or multi-node training runs.
  • GitHub Repo
Kontext Meeting Agent project icon

Kontext Meeting Agent

AI Meeting Assistant
  • AI meeting assistant for real-time recording, summarization, and structured distribution to teammates and Notion.
  • Built with FastAPI, WebSockets, LLMs, and long-context memory patterns.
  • GitHub Repo
PyVecDB project icon

PyVecDB - Vector Database

ML / Databases
  • Lightweight Python vector database implementing HNSW indexing.
  • Explores Euclidean, Cosine, and Dot Product distance metrics with NumPy-backed storage.
  • GitHub Repo | Medium Article
Eclipse Agent project icon

Eclipse Agent - AI for Blockchain & Crypto

AI Agents
  • Autonomous agent for multi-tool operations on blockchain networks.
  • Built with LangGraph, FastAPI, and Streamlit for coding tasks and workflow execution.
  • GitHub Repo

Skills & Expertise

AI & Machine Learning

LLMs, RAG, NLP, Computer Vision, Reinforcement Learning, Deep Learning, Transformers, 3D Generation

Frameworks & Tools

PyTorch, TensorFlow, LangChain, LangGraph, FastAPI, Django, ComfyUI, Blender (bpy), Hadoop

Backend & DevOps

REST APIs, Microservices, Docker, AWS EC2, Runpod, PostgreSQL, MySQL

About

Machine Learning and Artificial Intelligence Engineer with extensive experience designing, developing, and deploying end-to-end AI systems. I specialize in LLMs, intelligent agents, retrieval-augmented generation, computer vision, reinforcement learning, and practical automation pipelines. Backend engineering is a strong secondary capability that enables full-stack implementation of scalable AI products.

Contact & Links

Open to freelance projects, startup roles, and collaborations.

Email: abeaboluwarin@gmail.com | abeenoch@yahoo.com

Phone: +234 706 660 7704

Location: Ibadan, Nigeria

LinkedIn GitHub Medium Hashnode