SOFTWARE ENGINEERING · APPLIED AI

Build beyond
the expected.

We engineer dependable software, thoughtful backend systems and practical AI integrations that help ambitious teams move forward.

INDEPENDENT ENGINEERING PARTNERBUILT FOR TEAMS THAT BUILD
01 — ENGINEERING02 — INTELLIGENCE03 — PARTNERSHIPS

A focused technology partner

Good software is more than code.
It’s clarity, craft and follow-through.

ERYNDEX works with businesses, product teams and software agencies to turn defined technical needs into maintainable software. We value clear scope, honest engineering and delivery you can understand.

Capabilities with
purpose.

Practical engineering services, shaped around your product, your team and the problem at hand.

01

Backend & API Engineering

SERVICE DETAILS ↗

Structured backend services and clear API foundations for products that need to work reliably.

PythonFastAPIREST APIsIntegrations
↗
02

Applied AI Integration

SERVICE DETAILS ↗

Bring useful AI capabilities into existing workflows through model integration, text processing and evaluation.

LLM integrationNLPHugging FaceEvaluation
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03

Knowledge Retrieval & RAG

SERVICE DETAILS ↗

Build retrieval foundations that help teams find relevant information and inspect the evidence behind results.

Document processingBM25RAG foundationsCitations
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04

Integration & Delivery Systems

SERVICE DETAILS ↗

Connect services with deliberate handling for retries, idempotency, request validation and delivery lifecycle.

WebhooksHMACRetriesTesting
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Every engagement begins with a technical review and a written scope. Final deliverables, timelines and service levels are agreed per project.

Built to be
reviewed.

Independent engineering demonstrators across backend systems, applied AI, data and web applications. Explore the source and each project's documented boundaries.

01 / ENGINEERING PORTFOLIOSOURCE ↗

Agent Workflow Orchestrator

Approval-aware DAG workflow engine with dependency scheduling, bounded retries, SQLite persistence and an append-only audit trail.

Agent workflowsPython
VIEW PROJECT ↗
02 / ENGINEERING PORTFOLIOSOURCE ↗

Event Stream Processing Platform

Event-ingestion reference implementation with schema validation, idempotent writes, dead-letter handling and windowed aggregation.

Event processingData
VIEW PROJECT ↗
03 / ENGINEERING PORTFOLIOSOURCE ↗

Grounded Document Retrieval API

Source-aware document retrieval baseline using TF-IDF, cosine similarity and a FastAPI interface.

SearchRetrieval
VIEW PROJECT ↗
04 / ENGINEERING PORTFOLIOSOURCE ↗

Intelligent Recommendation Platform

Recommendation API with interaction feedback, cold-start fallback, seen-item suppression and explainable ranking.

RecommendationsAPI
VIEW PROJECT ↗
05 / ENGINEERING PORTFOLIOSOURCE ↗

LLM Gateway Control Plane

Provider-agnostic LLM gateway with routing policies, spend ceilings, bounded retries and a local mock mode.

LLM infrastructureAPIs
VIEW PROJECT ↗
06 / ENGINEERING PORTFOLIOSOURCE ↗

Market Intelligence & Risk Analytics

Educational OHLCV pipeline with validation, moving averages, daily-change monitoring and CSV reporting.

Data engineeringAnalytics
VIEW PROJECT ↗
07 / ENGINEERING PORTFOLIOSOURCE ↗

ML Feature Store

SQLite-backed feature store with typed schemas, versioned entity values, batch lookup and TTL freshness metadata.

MLOpsData
VIEW PROJECT ↗
08 / ENGINEERING PORTFOLIOSOURCE ↗

ML Model Serving Platform

Versioned scikit-learn model workflow with reproducible training, held-out evaluation and FastAPI inference.

Machine learningServing
VIEW PROJECT ↗
09 / ENGINEERING PORTFOLIOSOURCE ↗

FarsiPulse

Persian sentiment API with conservative text normalization, pretrained-model inference and batch processing.

NLPPersian language
VIEW PROJECT ↗
10 / ENGINEERING PORTFOLIOSOURCE ↗

AtlasRAG — Evidence Retrieval Platform

Evidence-focused retrieval service using BM25 ranking, extractive evidence selection and retrieval evaluation; it does not claim LLM-generated answers.

RAG foundationsRetrieval
VIEW PROJECT ↗
11 / ENGINEERING PORTFOLIOSOURCE ↗

RoutePilot — Fleet & Delivery Operations

Fleet and delivery MVP with FastAPI, SQLite, delivery tracking, proof-of-delivery metadata and simulated vehicle positions.

LogisticsOperations
VIEW PROJECT ↗
12 / ENGINEERING PORTFOLIOSOURCE ↗

SignalDesk — Service Operations Intelligence

Service-desk MVP with ticket creation, assignment, SLA-risk filters, status changes and audit history.

Service operationsWorkflow
VIEW PROJECT ↗
13 / ENGINEERING PORTFOLIOSOURCE ↗

STRIDE — Sportswear & Equipment Store

Responsive sports retail storefront concept with product discovery, filters, wishlist, shopping bag and demo checkout.

Web applicationCommerce
VIEW PROJECT ↗
14 / ENGINEERING PORTFOLIOSOURCE ↗

RelayForge — Reliable Webhook Delivery

Webhook delivery core with idempotent ingestion, HMAC-SHA256 signatures, bounded retries and dead-letter handling.

BackendReliability
VIEW PROJECT ↗
15 / ENGINEERING PORTFOLIOSOURCE ↗

Workflow Orchestration Engine

Dependency-aware DAG runner with cycle detection, topological execution, retries and per-step outcomes.

WorkflowBackend
VIEW PROJECT ↗
16 / ENGINEERING PORTFOLIOSOURCE ↗

ERYNDEX Company Website

Bilingual company website presenting ERYNDEX services, engineering portfolio, collaboration model and contact paths.

Company websiteBrand
VIEW PROJECT ↗

These are portfolio demonstrators and sample implementations. They are not represented as verified customer deployments or production service commitments. Review each repository README for actual scope and limitations.

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Complementary roles.
Shared standards.

ERYNDEX organizes work around clear commercial and technical responsibilities, with ownership defined for each engagement.

01 / COMMERCIALB.

Business & Partnerships

Client relationships · Opportunity development

Leads discovery conversations, partnership development, opportunity qualification and coordination between client requirements and engineering delivery.

02 / ENGINEERINGT.

Technical Leadership

Architecture · Engineering · Quality

Leads technical assessment, solution architecture, implementation planning, engineering execution and delivery quality.

Specific team biographies and credentials will be published only after review and approval by the individuals concerned.

Less ambiguity.
Better delivery.

01

Understand

We clarify the business need, users, constraints and desired outcome.

02

Scope

We agree deliverables, assumptions, milestones, responsibilities and acceptance criteria.

03

Build

We work in reviewable increments and keep communication practical and transparent.

04

Handover

We provide the agreed code, documentation and knowledge transfer, with follow-on support scoped separately.

Have a project in mind?

Let’s make the
next thing real.

Tell us what you’re building, where you’re stuck or what kind of delivery partnership you need.

Online submission is not active yet. Email eryndexco@gmail.com for now.

Do not include passwords, confidential customer data or sensitive personal information.