Build smart,
automate the rest.
Forward Deployed Engineer at SkillRank.io. I sit with clients from first requirement to rollout, building agentic AI systems that run inside the stack they already have.
About
I'm a Forward Deployed Engineer working in generative AI. I started at SkillRank as a Software Engineer and moved into a consulting role within six months. Since then my work has been getting LLM and agentic systems out of prototypes and into environments that already have their own stacks, constraints, and people.
In practice that means multi-agent and RAG architecture in Python, provider-agnostic serving layers that keep a system portable instead of welded to one model vendor, guardrail layers for when the output actually matters, and the deployment work underneath it all — Docker, Kubernetes, Terraform, CI/CD. I care about systems that are simple, reliable, and smart enough to run on their own.
What I work with
Generative AI
01- LLMs
- Multi-Modal & Vision
- RAG Pipelines
- Prompt Engineering
- Function / Tool Calling
- AI Guardrails
AI Workflow Orchestration
02- LangGraph
- LangChain
- LlamaIndex
- Agno
- MCP
- Multi-Agent Orchestration
Multi-Provider Platforms
03- AWS Bedrock
- Google Gemini
- OpenAI
- Anthropic
- Gemma
- Hugging Face
- Ollama
- SageMaker
- Voyage AI
Deployment & Infrastructure
04- Docker
- Kubernetes (k3d/k3s)
- Terraform
- AWS CDK
- Lambda
- Step Functions
- GitHub Actions
- CI/CD
Machine Learning & Data
05- Isolation Forest
- Anomaly Detection
- PySpark
- ETL/ELT
- AWS Textract
- Snowflake
- PostgreSQL
- Milvus
- pgvector
Languages & Web
06- Python
- SQL
- JavaScript
- React
- REST APIs
- Backend Development
Products I built
Side projects that turned into real products.
Get in touch
Always open to interesting conversations and opportunities.