HELLO, MY NAME IS NOACH

ITRAINMACHINESTO

> AI engineer. I build LLM-powered systems, retrieval pipelines, and agents that survive production. Currently turning research into 60fps reality.

06+
YEARS
42
SHIPPED
5K+
MONTHLY QUERIES
Avatar
v0.42 — READY_PLAYER_1
★ PYTHON★ TYPESCRIPT★ FASTAPI★ POSTGRES★ LANGGRAPH★ RAG★ DOCKER★ KUBERNETES★ AWS★ AIRFLOW★ SPARK★ VECTORDB★ LLMS
★ PYTHON★ TYPESCRIPT★ FASTAPI★ POSTGRES★ LANGGRAPH★ RAG★ DOCKER★ KUBERNETES★ AWS★ AIRFLOW★ SPARK★ VECTORDB★ LLMS
// QUEST_LOG

SELECTED PROJECTS

LV.82

ANSWER_GRAPH

LLM visibility analytics

Cross-provider platform measuring how brands appear across ChatGPT, Gemini, and Claude responses with automated prompt evaluation, entity normalization, and sentiment + authority scoring. Builds RAG-based recommendations to improve AI discoverability.

PythonFastAPIPostgreSQL + pgvectorRedisNext.js
▶ NOW VIEWING
LV.74

SUPPLYMIND

AI procurement & ERP copilot

Automates procurement workflows by analyzing ERP data (Odoo/SAP-style), supplier history, invoices, and inventory signals. LLM agents handle vendor communication while ML models forecast demand and detect stock risks.

PythonFastAPIAirflowPostgreSQLRedis / Celery
▶ OPEN CASE STUDY
LV.71

MEDIVISION_AI

Clinical decision support system

Deep learning platform for disease detection from medical imaging (X-ray, MRI, retina) using CNNs and Vision Transformers with explainability via Grad-CAM and confidence scoring for clinical trust.

PythonPyTorchMONAIOpenCVMLflow
▶ OPEN CASE STUDY
LV.69

CITYFLOW_GNN

Smart traffic prediction platform

Real-time urban mobility system using graph neural networks on GPS + IoT + traffic feeds to predict congestion, optimize routing, and simulate traffic signal improvements at city scale.

PythonPyTorch GeometricKafkaPostGISRedis
▶ OPEN CASE STUDY
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CASE STUDY.EXE

ANSWER_GRAPH.exe
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FileEditViewRunHelp

ANSWER_GRAPH

LLM visibility analytics platform

An AI observability and visibility analytics system that tracks how brands and entities appear across LLM-generated answers from ChatGPT, Gemini, and Claude. The system ingests web data (websites, reviews, directories, knowledge graphs), normalizes entities using NER + embeddings, and runs large-scale prompt evaluation pipelines across multiple LLM providers. It computes mention frequency, sentiment, authority scoring, and semantic positioning, then generates optimization recommendations using RAG-based reasoning.

  • 38ms avg entity resolution latency across pipelines
  • 10,000+ LLM responses analyzed across providers
  • 92% entity normalization accuracy in production evaluation
overview.dashboard
Answer Graph dashboard overview
visibility.py
Visibility scoring source
uvicorn.log
Server logs
404 object(s)CTRL+ALT+SHIP5:35 AM
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STACK & SPELLS

LLMs
GPT, Claude, Llama, Mistral
AGENTS
LangGraph, CrewAI, custom
RAG
Qdrant, pgvector, hybrid search
TRAIN
PyTorch, JAX, LoRA, DPO
SERVE
vLLM, Triton, Ray Serve
INFRA
K8s, Modal, Cloudflare, AWS
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CAREER LOG

  1. 2025
    APPLIED AI ENGINEER & TECH LEAD @ Bizzup.app
    Enterprise AI agent systems for ERP and operations automation. Built Claude + MCP-based multi-agent systems deployed on AWS private cloud. Led a 5-engineer team (AI workflows, data validation systems, and enterprise integration engineers) delivering production AI systems across ERP and business applications.
  2. 2024
    AI TRANSFORMATION LEAD @ Bizzup.app
    AI-native ERP architecture across finance, HR, and logistics systems. Designed scalable ETL/ELT pipelines using Python, SQL, Airflow, AWS Glue, Spark, Databricks. Built cloud-native integrations and analytics infrastructure for enterprise operations.
  3. 2023
    FORWARD DEPLOYED ENGINEER @ Cognyte
    AI-enabled security and enterprise threat intelligence systems. Integrated detection pipelines and vulnerability assessment systems into SaaS environments. Designed secure-by-default architectures and cross-system AI security workflows.
  4. 2021
    GTM & BUSINESS APPLICATIONS MANAGER @ Odoo
    AI-enhanced ERP adoption across enterprise manufacturing and eCommerce. Defined GTM strategy and positioning for AI-driven ERP workflows. Led deployments of automation systems improving operational efficiency.
  5. 2020
    SOLUTIONS ENGINEER @ Odoo
    ERP implementation and business automation for enterprise clients. Delivered ERP systems with automation and data validation workflows. Supported transition to scalable cloud-based enterprise architectures.
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LET'S BUILD
SOMETHING WEIRD.

New project? Research collab? Need an AI engineer who actually ships? Drop a coin in the slot.