The same billing issue appears across engineering and customer conversations.
AI Implementation Engineer
I build Go-to-Market systems, AI-powered outreach, and automation pipelines that ship to production. From concept to deployed system.
I specialize in turning AI concepts into working production systems. My focus is on practical implementation: building RAG pipelines that handle complex documents, classification systems that process millions of records, and automation that replaces manual workflows.
Most projects in my portfolio run in production with real users and real data, while others are demos or proof-of-concepts ready to scale. I work across the full stack: from designing database schemas and vector search architectures to building React interfaces and deploying with Docker.
Event-driven B2B AI agent platform: multi-LLM, multi-tenant, production-grade. Built on FastAPI + asyncpg + PostgreSQL with no LangChain, no Celery, no ORM. PostgreSQL is the only datastore and job broker.
A plan cannot reach the sandbox until an operator approves it.
Durable, searchable memory for a whole company. It pulls in meetings, Slack, email, Jira, Confluence, CRM, ERP, and whatever else the team runs on, then turns it all into one typed knowledge graph where every fact keeps a link to its source. Ask a question, get an answer with citations back to where it came from.
Every source stays attached to its original evidence.
People, reports, dates and decisions resolve into one graph.
Cited conclusions become an operator-ready brief.
8M+ messages, 98.9% accuracy, 200/sec
High-throughput SMS spam classification system using GPT-4o to detect phishing, scams, and compliance violations. Processes massive message volumes with cluster-based analysis and real-time risk scoring. Powers fraud detection for telecom providers.
Full-cycle cold email, from target discovery to reply inbox
End-to-end outreach automation for mobile app publishers. Scrapes Google Play and runs Perplexity-powered research to build L0–L3 app profiles, then generates personalized cold emails via LLM. Sends through Smartlead warmup pools backed by self-hosted Mailcow, with a unified inbox for reply triage and A/B prompt testing baked in.
Clay.com alternative: 10x cheaper B2B enrichment
Custom B2B lead enrichment platform with ICP scoring and priority tiering. Integrates with Clay.com for company data, generates AI-powered email drafts, and provides Excel-style filtering with export capabilities. Powers outbound sales automation.
Intelligent ticket processing with intent classification, type detection, and AI-proposed actions. Enriches tickets with internal system data for faster resolution.
Enterprise automation processing tender emails from 9 procurement platforms. 4-stage LLM pipeline for classification and extraction with local Qwen2.5-14B on RTX 4090.
Enterprise Q&A over technical documentation with semantic search, vector embeddings, and GPT-4 answer generation. Powers internal knowledge discovery.
RAG system specialized for complex PDF documents with tables. Vision models for layout understanding, table healing for broken cells, hybrid search with semantic + keyword retrieval.
Viral content analysis platform. Batch processes YouTube Shorts, extracts frames, transcribes audio with Whisper, classifies with Claude Vision. Builds trend database.
Unified language learning platform with handwriting OCR, Cambridge assessment, AI audio lessons with multi-voice TTS, interactive exercises. 13 languages supported.
Computer vision price tag detection using YOLOv8. Extracts prices with EasyOCR and matches products using vector embeddings.
Have an AI project that needs to ship to production? I'm available for contract work and consulting.