Mar 2026 - Present
Systems Lead
Zeviel Law Firm
- Rebuilt the production platform into a high-performance Next.js architecture.
- Designed backend stability patterns and improved secure document workflows.
Next.jsSystem ArchBackend Ops
RESEARCH_SYSTEM.ONLINE
EmmanuelAdewumi
Founding Product & AI Engineer at Inkriv, machine learning researcher, and AI systems lead engineering the intersection of mathematics, scalable software, and intelligent product architecture.
Current vector
Where mathematics meets code.
5+
AI products deployed
PROMETHEUS
Research initiative
ALX
Software engineering alumni
Dedicated to robust AI solutions that bridge theoretical mathematics and production machine learning systems.
Operating System
Architecting AI that survives contact with reality.
I work across machine learning research, backend architecture, and full-stack product delivery. My strongest zone is turning a complex model or workflow into a clear, reliable system people can actually use, including the Inkriv AI writing and personalization stack.
Research-grade reasoning
I translate papers, model behavior, and mathematical foundations into systems with measurable product value.
Systems ownership
I design backend, data, deployment, and frontend flows as one coherent production surface.
Product acceleration
I build quickly without losing the fundamentals: reliability, maintainability, and user intent.
Technical Arsenal
Research / Systems / Product
PythonPyTorchDeep LearningFastAPIRAG SystemsAgentic AIPostgreSQLDockerNext.jsReactCC++System ArchitectureMLOpsMulti-model AI
Trajectory
Experience Vector
A chronological mapping of professional milestones, algorithmic deployment, and systemic optimization.
Mar 2025 - Present
Founding Product & AI Engineer
Inkriv
- Served as an Inkriv engineer building adaptive ghostwriting, retrieval, orchestration, and AI memory systems.
- Built backend environments connecting multi-modal features, AI personalization flows, and data ingestion.
InkrivAgentic AILLM OrchestrationPython
Jan 2024 - Feb 2025
ML Trainee
Prometheus AI Program
- Explored deep learning fundamentals through custom neural network architectures.
- Analyzed transformer mechanics and language model dynamics.
PyTorchTransformersML Theory
Jun 2023 - Jul 2024
Software Engineering
Holberton School
- Mastered algorithms, low-level programming semantics, and system design basics.
- Built foundations across C, Python, databases, and containerized workflows.
AlgorithmsSystems CData Structures
8+ Projects
Featured Innovations
A curated selection of technical research, systems engineering, and machine learning implementations.
FEATUREDAI & ML
SafeX Labs
Privacy-aware edge surveillance using multimodal LLMs for real-time frame classification, contextual analysis, and autonomous decision-making.
Edge AIMultimodal LLMComputer Vision
FEATUREDAI & ML
Inkriv AI Writing Assistant
Inkriv engineering work on an adaptive AI writing assistant with ghostwriting inference, retrieval, memory, and multi-model orchestration.
InkrivFastAPIRAGAI Memory
Open Channel
Let's Build the Future.
Available for remote research, systems architecture, AI products, and collaboration on technically ambitious work.
emmanuelay.adewumi@gmail.com