01
AI and RAG systems
Grounded retrieval, embeddings, pgvector, tool-driven LLM workflows, structured outputs, evaluation, and auditable business logic.
I build production software where AI, data, and product engineering meet.
I’m Aldo Akhanov, a senior full-stack engineer with 9+ years of experience designing backend systems, AI workflows, data platforms, automation, and interfaces that teams can operate in production.
9+
Years engineering
90+
Owned repositories
Millions
Records processed
$1M+
Potential savings found
Capabilities
Systems I design and ship
02
Backend and product platforms
Django, FastAPI, and Flask services with APIs, authentication, background jobs, admin workflows, analytics, and React interfaces.
03
Data engineering and automation
ETL pipelines, web data collection, Playwright automation, lifecycle tracking, reconciliation, and high-volume processing.
04
Infrastructure and reliability
Docker, AWS, Nginx, PostgreSQL, Redis, CI/CD, audit logging, retries, monitoring, and secure data handling.
Selected work
Production systems across AI, analytics, operations, and data
Analytics platform
Arc Analytics
Product and commercial intelligence for gaming venues, delivered through FastAPI services, React dashboards, PostgreSQL, Redis, and containerized deployment.
FastAPI · React · TypeScript · PostgreSQL · Redis · Docker
Sports intelligence
Castle Footy AI
EPL analytics with match ingestion, machine-learning predictions, RAG-assisted research, authentication, and production audit trails.
Django · pgvector · OpenAI · scikit-learn · PostgreSQL
Network operations
NetBox Utility Suite
NetBox and Django tools for device lifecycle, maintenance reporting, business cases, finance workflows, and operational dashboards.
Python · Django · NetBox · PostgreSQL · Elasticsearch
Private AI
Grounded RAG Platform
Natural-language access to internal business data with vector retrieval, schema-grounded answers, structured results, and private deployment.
FastAPI · pgvector · OpenAI · Docker · PostgreSQL
Job intelligence
AI Job Workflow
AI-assisted job discovery and qualification with a data platform, admin analytics, browser extension, embeddings, and workflow automation.
FastAPI · React Admin · TypeScript · Chrome Extension · pgvector
Data collection
Web Spider and Real-Estate ETL
Marketplace feeds, real-estate collection, parser lifecycle management, browser automation, normalization, and reliable downstream delivery.
Python · Playwright · PostgreSQL · Redis · ETL
Core stack
Tools chosen for the system
Backend and data
Python · Django · FastAPI · Flask · PostgreSQL · pgvector · Redis · Celery/RQ · REST APIs
AI and automation
OpenAI · RAG · embeddings · scikit-learn · Playwright · browser extensions · workflow automation
Frontend
React · TypeScript · Vite · React Admin · Tailwind CSS · server-rendered Django
Delivery
Docker · AWS · Linux · Nginx · GitHub Actions · monitoring · audit logging · secure operations