San Francisco, California · Open to relocate
Building intelligent data platforms and LLM products with real-world impact.
AI & Data Engineer specializing in production GenAI, RAG evaluation, agent reliability, and data-platform engineering. My GitHub portfolio now maps directly to the roles I target: MCP developer tooling, AI reliability, enterprise RAG, agent orchestration, real-time decisioning, and data quality.
Impact metrics
Public GitHub repositories
AI/data portfolio systems
Time-to-production decrease
Retrieval accuracy increase
Primary focus
GenAI orchestration, RAG/agent reliability, streaming analytics, and data-quality control planes.
About
I design decision intelligence systems that blend streaming data, vector search, LLM reasoning, and reliability gates. My background spans production GenAI accelerators, Snowflake/AKS data platforms, and public GitHub systems built for repeatable evaluation.
Recent portfolio work includes MCP code-intelligence tooling, RAG evaluation, agent safety scorecards, access-aware enterprise search, workflow orchestration, decision intelligence, data contracts, lineage, and a local marketing lakehouse. Each project is linked from the projects page for role-specific tailoring.
RAG evaluation, citations, grounding, and hallucination-risk checks
MCP developer tools for repository memory, architecture search, trace, and impact analysis
Agent orchestration with retries, budgets, HITL checkpoints, and traces
Data contracts, lakehouse quality gates, lineage, and real-time decision monitoring
Skills
Core stack
Programming & Frameworks
AI & Machine Learning
Cloud & DevOps
Data Engineering & Analytics
Security, Monitoring & Automation
Experience
Lead Data Engineer
Allata
- Ingested and harmonized streaming marketing data into a Snowflake Medallion architecture across LinkedIn, TikTok, Meta, BingAds, GoogleAds, DV360, CM360, Impact.
- Automated ETL pipelines using Python, GitLab, and Azure Kubernetes Service (AKS).
- Delivered Tableau dashboards on the Snowflake Gold layer for real-time insights across 5+ KPIs.
- Increased dashboard adoption by 45% and reduced manual report requests by 60%.
AI Software Developer
Gamut Source LLC
- Built a multimodal GenAI accelerator with LangChain, Streamlit, and open-source LLMs; reduced time-to-production by 80% with LLM-as-a-Judge + MLflow automation.
- Developed RAG and fine-tuning pipelines on Databricks using PyTorch, Python, and PySpark; improved retrieval accuracy by 38% and cut latency by 27%.
- Shortened model deployment cycles by about 40%.
AI / Full Stack Software Engineer
Aasquare Academy
- Automated an AI newsletter engine using FastAPI, LangChain, and LlamaIndex; reduced manual workload by 70% with SMTP personalization.
- Implemented serverless CI/CD with Docker, AWS Lambda, and CodeDeploy using blue/green deployments; reduced deployment failures by 55% and release time by 40%.
- Built N8N workflows for RAG querying and integrations; improved test reliability with PyTest, JUnit, and review protocols to 85% coverage.
Projects
Project archive
Tap to view projects
Open the full project page with GitHub repositories grouped around MCP developer tooling, AI reliability, RAG evaluation, agent orchestration, data quality, decision intelligence, and applied systems.
Certifications
- Academy Accreditation - Databricks Fundamentals — Databricks (Issued Jan 2026)
- Claude Code: A Highly Agentic Coding Assistant — DeepLearning.AI (Issued Aug 2025)
- AI Software Developer — micro1 (Issued May 2025)
- AWS Cloud Practitioner — Amazon
- TensorFlow Developer Certificate
- Prompt Engineering for Vision Models — DeepLearning.AI (Issued May 2024)
- Build Your Generative AI Productivity Skills with Microsoft and LinkedIn — Microsoft (Issued Apr 2024)
- Alteryx Foundational Micro-Credential — Alteryx (Issued Mar 2024, Expires Mar 2026)
- Machine Learning Fundamentals Micro-Credential — Alteryx (Issued Mar 2024, Expires Mar 2026)
- TensorFlow on Google Cloud — Google Cloud Training Online (Issued Mar 2024)
- Microsoft Technology Associate (MTA) — Microsoft (Issued Jun 2019)
- Building Systems with ChatGPT API — DeepLearning.AI
- ChatGPT Prompt Engineering for Developers — DeepLearning.AI
- Evaluating and Debugging Generative AI — DeepLearning.AI
- Finetuning Large Language Models — DeepLearning.AI
- LangChain for LLM Application Development — DeepLearning.AI
- Research Based Winter Training — National Chung Cheng University
- Robotics Industrial Training — Nanhua University
Education
MS Computer Science
California State University, Northridge
Jan 2022 – May 2024
BTech Computer Science
Kalinga Institute of Industrial Technology
Jul 2017 – May 2021
Contact
Open to AI/Data Engineering roles focused on GenAI platforms, RAG/agent reliability, data platforms, and decision intelligence systems. GitHub projects are linked for fast role-specific review.
Socials
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