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Senior Software Engineer with 10+ years shipping production software end to end across AI systems, Python backends, and cloud infrastructure. Builds LLM-powered products with RAG pipelines and multi-agent workflows (LangGraph, LangChain, CrewAI) using Python-first services (FastAPI, Django REST Framework) and PostgreSQL. Owns delivery solo on AWS with Docker, Infrastructure as Code, and GitHub Actions CI/CD, and builds React/Next.js interfaces on top. Takes greenfield systems from architecture to production with measurable results, including higher classification accuracy and faster processing pipelines.…Senior Software Engineer with 10+ years shipping production software end to end across AI systems, Python backends, and cloud infrastructure. Builds LLM-powered products with RAG pipelines and multi-agent workflows (LangGraph, LangChain, CrewAI) using Python-first services (FastAPI, Django REST Framework) and PostgreSQL. Owns delivery solo on AWS with Docker, Infrastructure as Code, and GitHub Actions CI/CD, and builds React/Next.js interfaces on top. Takes greenfield systems from architecture to production with measurable results, including higher classification accuracy and faster processing pipelines.

Muhammad Farhan

Software Engineer, AI Engineer, Data Engineer, +2

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Senior Software Engineer with 10+ years shipping production software end to end across AI systems, Python backends, and cloud infrastructure. Builds LLM-powered products with RAG pipelines and multi-agent workflows (LangGraph, LangChain, CrewAI) using Python-first services (FastAPI, Django REST Framework) and PostgreSQL. Owns delivery solo on AWS with Docker, Infrastructure as Code, and GitHub Actions CI/CD, and builds React/Next.js interfaces on top. Takes greenfield systems from architecture to production with measurable results, including higher classification accuracy and faster processing pipelines.…Senior Software Engineer with 10+ years shipping production software end to end across AI systems, Python backends, and cloud infrastructure. Builds LLM-powered products with RAG pipelines and multi-agent workflows (LangGraph, LangChain, CrewAI) using Python-first services (FastAPI, Django REST Framework) and PostgreSQL. Owns delivery solo on AWS with Docker, Infrastructure as Code, and GitHub Actions CI/CD, and builds React/Next.js interfaces on top. Takes greenfield systems from architecture to production with measurable results, including higher classification accuracy and faster processing pipelines.

Available to hire

Senior Software Engineer with 10+ years shipping production software end to end across AI systems, Python backends, and cloud infrastructure. Builds LLM-powered products with RAG pipelines and multi-agent workflows (LangGraph, LangChain, CrewAI) using Python-first services (FastAPI, Django REST Framework) and PostgreSQL.

Owns delivery solo on AWS with Docker, Infrastructure as Code, and GitHub Actions CI/CD, and builds React/Next.js interfaces on top. Takes greenfield systems from architecture to production with measurable results, including higher classification accuracy and faster processing pipelines.

Skills

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Intermediate

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Intermediate

Work Experience

Senior DevOps / Cloud Engineer at Pvragon LLC

January 1, 2026 - June 30, 2026

Architected and owned a multi-tenant healthcare SaaS AWS infrastructure as code (AWS CDK, TypeScript) across dev, staging, and production. Designed a zero-downtime Blue/Green deployment pipeline on ECS Fargate using AWS CodeDeploy with canary traffic shifting, automated smoke tests, an approval gate, and automatic rollback on error spikes. Led security hardening and HIPAA compliance using GuardDuty, Security Hub, Inspector, WAF, and per-environment KMS keys; remediated 30+ findings from third-party penetration tests. Built GitHub Actions CI/CD with OIDC (no long-lived credentials), multi-environment deployments, and automated production backup/disaster recovery in Python via S3 sync and scheduled database exports with SNS alerts.

Python AI Lead at ACME ONE

September 1, 2025 - Present

Led AI engineering delivery end to end across multiple concurrent products, owning architecture, Python backends, frontends, and cloud infrastructure with no dedicated ops team. Designed and shipped production RAG pipelines (embeddings, chunking, hybrid retrieval over pgvector and Pinecone) with citation and evaluation steps to ground LLM responses in client data. Built agentic and multi-agent workflows with LangGraph, LangChain, and CrewAI including tool calling, structured outputs, retry/fallback logic, and human-in-the-loop approval gates. Implemented Model Context Protocol (MCP) servers/clients using the MCP Python SDK, FastMCP, and LangChain MCP adapters to connect LLMs to internal tools, APIs, and data sources. Shipped Python backends and APIs on PostgreSQL using FastAPI and Django REST Framework, with Celery, RabbitMQ, and Redis for asynchronous LLM/data workloads. Built React and Next.js frontends and managed CI/CD and AWS ECS Fargate deployments via Docker and GitHub Actions.

Senior Software Engineer at MavenReach

March 1, 2025 - September 30, 2025

Built and integrated TikTok Shop and social-commerce APIs, rebuilding the Celery pipeline for a 60% throughput increase. Implemented asynchronous Django views and Celery pipelines to improve response times and production workload efficiency. Developed Next.js dashboards for campaign analytics and implemented end-to-end API testing with PyTest and Postman to improve release confidence.

Senior AI / Backend Engineer at Independent / Contract

July 1, 2023 - March 31, 2025

Delivered RAG pipelines (Pinecone, pgvector) and agentic systems (LangGraph, CrewAI) along with Claude and MCP integrations for client products. Integrated OpenAI and Claude APIs with LLM function calling for automation, structured data extraction, and intelligent workflow orchestration. Designed and shipped scalable Django and FastAPI REST backends for AI-powered SaaS products deployed on AWS.

Backend Engineer at ENPLAN Environmental and Geospatial Technologies

February 1, 2021 - July 31, 2023

Engineered backend architecture of MapPort, a cloud-based SaaS platform using Python, Django REST Framework, and PostgreSQL/PostGIS. Built asynchronous Celery pipelines that reduced processing time by 40%, and implemented ETL pipelines with Pandas, Dask, and PostGIS for large-scale geospatial analytics. Built React frontends for interactive visualization and deployed backend services on AWS Lambda and S3 to automate daily ingestion and reporting.

Senior Software Engineer at OneClout

January 1, 2016 - March 31, 2021

Designed and maintained backend architecture for enterprise-scale, data-driven web applications using Python, PostgreSQL, REST APIs, and Docker. Mentored engineers through code review and contributed to engineering best practices.