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Proven Python & AI Engineering for Products & Services That Scale

I design and deliver production backends, AI agents, LLM integrations, and cloud-native systems — the kind of work that wins client trust and ships on time.

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Introduction
Sr. AI Engineer & Solution Architect
Enterprise delivery
Teams I’ve staffed & partnered with
MS MSol Technologies BC Blazeclan CO Coditas HX Hurix Digital LI LinkageIT + many more
Services

What I Build / Deliver in Python & AI

Outcome-focused engineering — from AI products and agents to enterprise backends and cloud-native platforms.

AI Products

I build AI-powered SaaS products, copilots, internal assistants, and customer-facing AI applications.

OpenAIClaudeLangChainRAG

Enterprise Backend Systems

I design scalable backend applications using Django, Flask, and FastAPI — APIs, auth, and multi-tenant platforms.

DjangoFastAPIFlaskPostgreSQL

AI Integration

I integrate OpenAI, Claude, Gemini, and open-source LLMs into existing applications and workflows.

GPTClaudeGeminiLlama

AI Agents & Automation

I develop AI agents that execute workflows and connect APIs, databases, and business systems.

AgentsToolsAPIsHITL

Data Platforms

I build data processing pipelines, reporting systems, anomaly detection, and validation workflows.

PythonKafkaAWSETL

Computer Vision

I develop inspection systems, OCR, object detection, segmentation, and real-time image analysis.

OpenCVDetectron2MediaPipe
Industries

Industries I serve

I solve domain problems — market data, leads, inspection, healthcare — not just technology checklists.

Data & Marketing

  • Data Quality Systems
  • AI Validation
  • Classification
  • Reporting Automation
Capability focus Data Quality · AI Validation · Reporting Automation
AI Expertise

Production AI engineering

I choose the right model for the use case — then harden it with validation, guardrails, and monitoring.

Foundation Models

I integrate whichever model best suits latency, cost, reasoning depth, and data residency — not a one-model default.

OpenAI GPT Claude Opus / Sonnet / Haiku Gemini Llama Mistral Mixtral

What I build with AI

AI Chatbots
AI Agents
RAG Applications
AI Search
Document Processing
Data Classification
Workflow Automation
AI Assistants
Structured JSON Pipelines
Custom ML Models

Production AI

Prompt Engineering
Prompt Chaining
Structured Outputs
Function Calling
Model Evaluation
Hallucination Reduction
Guardrails
AI Monitoring
Human-in-the-loop
Multi-model Architecture

AI delivery workflow

How I move from raw business data to safe automation.

1
Business Data
2
Validation
3
LLM
4
JSON Validation
5
Business Rules
6
Automation
Selected Work

Proof from real delivery

Enterprise platforms, serverless backends, SaaS applications, and AI systems I’ve delivered for finance, insurance, data, and product teams.

HDFC Life

HDFC Life

Lead Management Platform
Problem

Lead generation, scheduling, and plan management needed a scalable cross-platform backend.

Solution

Serverless APIs with AI agents for plan recommendations, lead prioritization, and scheduling support.

PythonAWSServerlessAPI GatewayDynamoDB
Experian

Experian

Enterprise Backend & Cloud Engineering
Problem

Global cloud operations required automation, monitoring, and faster incident response across regions.

Solution

Python + AWS infrastructure automation, event-driven log pipelines, and AI-assisted anomaly detection.

PythonAWSDevOpsKafkaTerraform

Travelino

AI Travel Assistant
Problem

Travelers needed conversational planning and booking across flights, hotels, and activities.

Solution

Multilingual AI chatbot with NLP intents, ChatGPT for open questions, and Messenger/Instagram channels.

LLMNLPChatbotRasa

AI Corrosion Detection

Computer Vision Inspection
Problem

Manual corrosion inspection on structures is slow, costly, and inconsistent.

Solution

Image-based corrosion detection and segmentation for automated structural inspection.

OpenCVDetectron2FlaskAzure

Fitness Pose Detection

Real-time Movement Feedback
Problem

Fitness apps need accurate posture feedback without specialized hardware.

Solution

Real-time keypoint tracking with scoring and coaching cues for form quality.

MediaPipeMoveNetAI
Why work with me

Built for enterprise trust

Clear strengths — experience, production engineering, and flexible delivery.

01

Enterprise Experience

I’ve worked on enterprise platforms across finance, insurance, SaaS, and AI.

02

Production-first Engineering

Scalable architecture designed for real-world deployment.

03

Python Specialist

I work deeply with Django, Flask, FastAPI, APIs, automation, and cloud-native systems.

04

AI Engineering

AI Agents, LLMs, RAG, Computer Vision, and ML.

05

Cloud Expertise

AWS serverless, containers, and scalable infrastructure.

06

Flexible Engagement

I can join as a dedicated engineer on your team, or deliver a fixed-scope project.

Engagement

How I work with you

Choose the model that matches your roadmap — dedicated engagement, scoped delivery, or a longer technical partnership.

Dedicated Engineer

I join your engineering team for ongoing product work.

Popular

Fixed Cost Projects

A well-defined scope with predictable delivery from me.

Technical Partnership

Ongoing product engineering and AI modernization with me as your technical partner.

Looking for a Python / AI Engineer / Full Stack Developer?

Explore my portfolios or book a short discovery call with me.

Detailed portfolios by practice

AI Engineering

View AI Portfolio

Agents, LLMs, RAG, and production AI systems.
Python Backend

View Python Portfolio

APIs, microservices, data pipelines, and cloud backends.
Full-Stack Portfolio

View Full-Stack Portfolio

Python, AI, and Full-Stack projects.
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Prefer email? Write to ayazahemad.s@yudiz.in