Skip to content
ANATOR
Portfolio

Systems we've built, not decks we've presented.

A selection of work spanning our thirteen core disciplines. Client names are withheld by request; the engineering is real.

Computer Vision2024

Automated Road Condition Indexing from Satellite Imagery

Confidential

A geospatial computer vision pipeline that turns raw satellite tiles into a structured road-condition index for infrastructure planning.

PyTorch ·YOLO segmentation ·GDAL / rasterio
LLMs & Agentic Systems2025

Enterprise Document Intelligence Backend

Confidential

A multi-tenant RAG backend with audit logging and PII-aware handling for organizations that need document Q&A without losing control of sensitive data.

FastAPI ·PostgreSQL ·LanceDB
LLMs & Agentic Systems2024

Natural-Language Query Layer for Infrastructure Data

Confidential

A conversational interface that translates plain-English questions about pipeline and infrastructure records into structured Elasticsearch queries.

NestJS ·TypeScript ·Elasticsearch
Generative AI2024

Visual Conversation-Flow Builder for Support Automation

Confidential

A drag-and-drop flow builder for designing chatbot conversations, with generative AI drafting and editing flows from a plain-language description.

React Flow ·Node.js / Express ·MongoDB
Computer Vision2024

Real-Time Parking Occupancy Detection

Confidential

A vision system that turns a single fixed camera feed into a live, per-space parking occupancy count.

YOLOv8 ·OpenCV ·Shapely
LLMs & Agentic Systems2024

Multilingual Document Q&A for Enterprise Knowledge

Confidential

A hybrid-retrieval Q&A system built for organizations whose internal documents span multiple languages.

FastAPI ·Qdrant ·BM25 hybrid retrieval
LLMs & Agentic Systems2023

Retrieval-Grounded Health Information Assistant

Confidential

A retrieval-augmented assistant that answers general health-information questions strictly from a curated reference source, built as an R&D prototype rather than a diagnostic tool.

LangChain ·Pinecone ·LLaMA 2
Computer Vision2024

Vision-LLM Plant Disease Diagnosis

Confidential

A photo-in, diagnosis-out tool for identifying plant disease from a single leaf image, using a vision-capable LLM instead of a custom-trained classifier.

FastAPI ·Streamlit ·Groq API
Computer Vision2023

Deepfake Detection R&D

Confidential

An applied research project exploring real-vs-manipulated image classification, built and documented as a prototype rather than a production detector.

PyTorch ·EfficientNet (timm) ·Streamlit
Computer Vision2023

Aerial Drone Detection Pipeline

Confidential

A configurable YOLOv3 training and inference pipeline purpose-built for detecting drones in aerial and ground-based footage.

YOLOv3 ·TensorFlow / Keras ·OpenCV
Low-Code & Workflow Automation2024

Automated Job-Matching & Alerting Workflows

Confidential

A set of low-code automations that watch job postings, match them against a candidate profile with AI, and alert instantly — no dashboard required.

n8n ·LLM matching ·Telegram Bot API
AI Strategy & Consulting2025

AI Adoption Roadmap for a Growth-Stage Fintech

Confidential

A technical audit and phased roadmap for a fintech deciding where AI could actually move metrics versus where it would just add risk.

Architecture review ·Cost modeling ·Vendor benchmarking
MCP Servers & Agent Tooling2025

Custom MCP Server for Enterprise Knowledge Systems

Confidential

A purpose-built Model Context Protocol server exposing a client's internal knowledge base and ticketing system to AI agent clients, with proper scoping and auth.

MCP ·TypeScript SDK ·Tool schema design
Blockchain & Web32025

On-Chain Provenance Verification for Generative Content

Confidential

A smart-contract-backed provenance layer that timestamps and verifies the origin of AI-generated media.

Solidity ·EVM ·ethers.js
Generative AI2025

Brand-Consistent Product Image Generation Pipeline

Confidential

A generation pipeline that produces on-brand product imagery at the volume a growing e-commerce catalog actually needs.

Stable Diffusion / SDXL ·LoRA fine-tuning ·ComfyUI pipelines
Data Science & Machine Learning2025

Content-Based Recommendation Engine for a Media Catalog

Confidential

A content-based recommendation engine that surfaces similar titles from a media catalog using tag and metadata similarity — no user history required.

scikit-learn ·CountVectorizer ·Cosine similarity
Low-Code & Workflow Automation2025

Automated Lead-Research Scraper for Outbound Prospecting

Confidential

A headless-browser scraper that pulls public profile data from target pages and filters it into a ready-to-use prospecting list.

Playwright ·Node.js ·CSV export
Data Science & Machine Learning2025

Contextual Topic Modeling for a Large Document Archive

Confidential

A topic-modeling pipeline that surfaces the themes hidden in a large, unlabeled document archive and visualizes how they relate.

Contextualized Topic Models ·Sentence-Transformers ·Python
LLMs & Agentic Systems2025

Heuristic AI-Generated Text Detection

Confidential

A lightweight heuristic for flagging likely AI-generated text using language-model perplexity, built as a fast first-pass filter rather than a black-box classifier.

GPT-2 ·Perplexity scoring ·Python
Data Science & Machine Learning2025

Historical Stock Price Forecasting with a GRU Model

Confidential

A GRU-based time-series model for forecasting near-term stock price movement from historical data, built and evaluated as a research prototype.

GRU ·PyTorch ·Time-series forecasting
Low-Code & Workflow Automation2025

Reusable Automation Template Library for n8n

Confidential

A library of pre-built, importable n8n workflow templates so new automations start from a working draft instead of a blank canvas.

n8n ·Workflow templating ·JSON workflow export/import
Systems & Infrastructure Engineering2025

Sodae — Ultra-Low-Latency Solana Infrastructure

Sodae (sodae.io)

Bare-metal Solana infrastructure serving sub-millisecond RPC, streaming, and price-feed data to trading firms and wallet providers from datacenters co-located with validators.

Rust ·eBPF/XDP (aya) ·gRPC (tonic)