Hi, I'm Ivan David
AI Engineer & Machine Learning Specialist
Building intelligent systems and deploying AI solutions that solve real-world challenges. Specialized in predictive modeling, deep learning, and large language models.
6+
AI Products Shipped
3,500+
AI Tools Indexed
10+
Open Source Contributions
5+
Years in Tech
About Me
AI Engineer building intelligent systems that solve real problems. From fine-tuning LLMs and deploying RAG pipelines to designing agentic AI platforms — I turn complex ideas into production-ready solutions.
AI & Machine Learning
Building and deploying deep learning models, LLM fine-tuning, RAG architectures, and production ML pipelines at scale.
Blockchain Forensics
On-chain investigation, wallet forensics, transaction tracing, and AI-powered anomaly detection for crypto security.
Software Engineering
Full-stack development with Python, TypeScript, and modern frameworks. Building developer tools, APIs, and serverless infrastructure.
Operations & Strategy
Leading cross-functional teams, managing product lifecycles, and translating technical capabilities into business outcomes.
Tech Stack
Python
PyTorch
TensorFlow
TypeScript
Next.js
FastAPI
Docker
PostgreSQL
AWS
Node.jsPythonPyTorchTensorFlowTypeScriptNext.jsFastAPIDockerPostgreSQLAWSNode.jsDeploying OpenClaw AI Agents across the Gulf Region
Setting up OpenClaw's multi-channel AI assistant infrastructure for enterprise clients in UAE and Saudi Arabia — enabling Arabic-first agentic workflows across WhatsApp, Telegram, and internal tools.
Experience
My professional journey across blockchain forensics, AI-driven analytics, and tech operations
AI Engineer
Metorial
- Led AI product development for the serverless MCP runtime, enabling AI agents to connect with apps and data sources at scale
- Implemented LLM fine-tuning and RAG architectures tailored for the platform's domain-specific agent integrations
- Developed and deployed deep learning models to optimize runtime performance, improving prediction accuracy by 35% across platform workloads
- Built stateful MCP server tooling with sub-second cold starts, built-in security, and end-to-end monitoring for production AI systems
- Designed developer-facing APIs and SDKs, collaborating with product and engineering teams to streamline AI agent deployment
Blockchain Analyst
Metaplanet Inc.
- Investigated suspicious wallet behavior and conducted forensic analysis of blockchain transactions using AI-driven pattern recognition tools
- Created detailed reports on crypto-related security incidents for stakeholders, incorporating wallet movement analysis, token swaps, and laundering patterns
- Monitored major crypto security news, community alerts, and developer channels to stay ahead of emerging threats and trends
- Worked alongside engineering and compliance teams to streamline incident response and improve data traceability
Chief Operations Officer
One and Zeros Co. App Studio
- Managed day-to-day operations including developing and implementing processes and procedures to improve efficiency and productivity
- Oversaw financial operations including budgeting, forecasting, and financial reporting
- Led the development of new app projects, ensuring on-time delivery within budget while continuously monitoring performance and driving improvements
- Collaborated with the CEO and senior leaders to develop and execute overall business strategy, identifying and evaluating new business opportunities and partnerships
Cryptocurrency Forensic Investigator
Chilton Yambert & Porter LLP
- Provided expert analysis and investigation of cryptocurrency-related financial crimes including money laundering and fraud
- Identified and analyzed digital assets, traced transactions, and gathered evidence to support legal and regulatory proceedings
- Leveraged blockchain analytics and AI-powered tools for deep transaction graph analysis and anomaly detection
- Worked independently and as part of a team to deliver actionable forensic intelligence on complex crypto cases
Skills
My expertise and technical proficiencies
AI & Machine Learning
LLMs & NLP
Programming Languages
Blockchain & Web3
Operations & Strategy
Tools & Infrastructure
Featured Projects
AI-powered products and platforms I've built and contributed to
Clelp.ai
The first review platform where AI agents rate AI tools. AI-generated reviews across 3,500+ tools, Claude Skills, and MCP servers — eliminating marketing bias with authentic assessments from real usage.
Seneca Lab
AI simulation platform combining Stoic philosophy with statistical rigor. Translates abstract potential into quantifiable landscapes using modern data simulation for your most critical decisions.
Rava AI
Agentic AI-powered GTM platform for founders and growth-stage teams. Acts as your GTM co-founder — delivering a complete system that learns, adapts, and executes from idea validation to market traction.
BeReach
AI-powered LinkedIn lead generation platform. Tracks 10+ engagement signals to identify warm prospects, generates personalized outreach, and integrates with CRMs via REST API.
Synthetically
Market validation platform that turns early-stage ideas into decision-grade clarity. Define your audience, pressure-test the concept, and get actionable insights on what to fix, keep, and focus on.
Digital Meld
AI, automation, and cloud consulting firm helping businesses transform through data analytics, Microsoft Cloud solutions, computer vision, and enterprise security.
Open Source Contributions
Projects I've contributed to in the open source community
OpenClaw
A personal AI assistant you run on your own devices. Integrates with WhatsApp, Telegram, Slack, and Discord for seamless multi-platform AI interactions.
Agency Agents
A curated collection of AI agent personalities and system prompts designed for Claude, Cursor, and other AI-powered development tools.
elizaOS / eliza
An all-in-one platform for building AI-powered applications. Multi-agent framework supporting TypeScript, Rust, and Python with extensible plugin architecture.
What People Say
From colleagues and collaborators I've worked with
“Ivan built our AI pipeline from scratch and had it in production within weeks. His ability to move fast without cutting corners is rare.”
Daniel Reyes
CTO, Metorial
“One of the sharpest engineers I've worked with. Ivan doesn't just write code — he understands the business problem and architects the right solution.”
Sarah Chen
VP of Engineering, Nexara AI
“Ivan led our blockchain forensics initiative and delivered tools that directly contributed to recovering millions in misappropriated assets.”
Marcus Webb
Managing Partner, Chilton Yambert & Porter
Education
My academic background and qualifications
Master in AI and Data Analytics
Asian Institute of Management (AIM) · 2020 – 2021
Graduate program focused on applying artificial intelligence and data-driven decision-making to real-world business and technology challenges.
Bachelor of Science in Electrical Engineering
Technological University of the Philippines · 2010 – 2014
Strong technical foundation in circuit design, signal processing, control systems, and embedded electronics. Developed analytical and problem-solving skills that bridge hardware engineering with modern software and AI systems.