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AI engineering studio · Available for work

Production AI
systems, not demos.

EpochC ships the AI other teams only prototype: agents, RAG, OCR and automation that run in production for healthcare, FinTech and document-heavy operations.

Production AI shipped for teams at

01 · Services

Every AI domain, built to run in production.

Full ownership, end to end, from architecture to deployment, observability and CI/CD. No hand-off, no prototype that never ships.

02 · Case studies

Measurable outcomes, delivered in production.

Ace Money Transfer · FinTech

KYC onboarding, fully automated

A full-stack identity-verification system pairing OCR with facial recognition to onboard customers without manual review, plus a lightweight YOLOv8n document classifier for edge deployment.

€40k
annual cost removed
98%
field-detection accuracy
70%
less compute vs. baseline
  • PaddleOCR
  • DeepFace
  • YOLOv8n
  • OpenCV
  • FastAPI

OphyCare · Healthcare

One conversational API over four agents

A LangGraph ReAct orchestrator over GPT-4o that routes clinicians’ natural-language requests to specialized sub-agents for clinical notes, insurance eligibility, records RAG and routing, collapsing scattered endpoints into a single API with persistent per-user memory.

4
sub-agents unified
80%
code cut in refactor
0
citation hallucinations
  • LangGraph
  • GPT-4o
  • pgvector
  • PostgreSQL
  • AWS

EdgeCIO · FinTech

Graph + vector retrieval platform

A dual-module retrieval platform combining Neo4j knowledge graphs with MongoDB vector embeddings, orchestrated with LangChain and served over gRPC microservices with Redis caching.

+40%
query accuracy
+35%
answer relevance
<200ms
end-to-end latency
  • Neo4j
  • MongoDB
  • LangChain
  • gRPC
  • Redis

OphyCare · Healthcare

AI medical scribe & form autofill

An agent that transcribes patient-doctor audio and auto-populates 10+ mandatory medical forms with per-field confidence scoring for clinician review, removing hours of documentation per provider, per day.

10+
forms auto-filled
real-time
speech-to-text
  • Deepgram Nova-2
  • LangGraph
  • OpenAI
  • FastAPI

03 · In their words

Verified · Upwork OCR table recognition
“Afraz was really flexible and completely client-focused. His results were exceptional. I had the same contract as a test project with 4 other freelancers, and Afraz delivered perfectly.”
Verified · Upwork Senior AI / ML Engineer · Reptax AI
“Afraz and his team are incredibly talented and fast. They delivered with zero bugs and were always available. We’ll choose him again. Highly recommended.”
Verified · Upwork 50M+ entity resolution & RAG architecture audit
“It was a pleasure working with you. Professional, responsive, and delivered exactly what was requested with a positive attitude. Communication was clear throughout the project.”
Verified · Upwork Real-time identity verification (Veriff-style)
“Project completed successfully, well done!”
Verified · Upwork Full OCR pipeline
“Afraz was very responsive and innovative in his ideas. He completed the requested tasks on time and always contributed his own. It was a pleasure to work with Afraz, and I can recommend him to anyone.”

Clients endorse us for

  • Committed to Quality
  • Clear Communicator
  • Detail Oriented
  • Collaborative
  • Accountable for Outcomes

04 · About

AI systems serious teams trust in production.

EpochC is an AI engineering studio founded by Afraz Khan. We design, build and deploy production-grade AI across LLM agents, retrieval systems, OCR and automation, and own it end to end, from architecture through observability and CI/CD.

Our systems already run in production for healthcare and FinTech teams. You work with a senior team directly. No account managers, no juniors on your budget, no prototype that never ships.

Based in Islamabad, Pakistan · Working with teams worldwide.

Hire on Upwork

The team

  • Afraz Khan
    Afraz Khan Founder & Lead AI Engineer
  • Salman
    Salman Co-Founder & Cloud Engineer
  • Awais
    Awais CTO & Full-Stack AI Engineer

Capabilities

  • Python
  • LangGraph
  • LangChain
  • GPT-4o
  • RAG
  • pgvector
  • Neo4j
  • MongoDB
  • Redis
  • PaddleOCR
  • YOLOv8
  • Deepgram
  • FastAPI
  • gRPC
  • PostgreSQL
  • Docker
  • AWS
  • GitHub Actions
  • Langfuse

05 · Contact

Have a system that needs to
actually ship?

afrazkhan1407@gmail.com
Response Usually within a day
Engagements Fixed-scope · hourly · retainer
Elsewhere Upwork  ·  GitHub  ·  LinkedIn