AI agents and LLM workflows
Design task-specific AI systems that combine prompts, context, tools, APIs, memory, evaluation, and guardrails into useful product experiences.
AI Engineer | Principal Software Engineer | Fractional CTO
I help founders, recruiters, and product teams design and deliver LLM-enabled workflows, RAG and RagFlow systems, AI agents, chatbots, automation, AWS platforms, and scalable full-stack software.
About
I am a Principal Software Engineer based in Lahore, Pakistan, with experience across full-stack product development, Python back ends, JavaScript front ends, REST APIs, AWS serverless systems, and delivery leadership.
My current focus is building software that uses AI as part of the product fabric: LLM integrations, retrieval workflows, AI agents, chatbots, and automations that make teams faster without making systems fragile.
I like working with founders, product teams, and recruiters who care about practical innovation: learning quickly, owning architecture, collaborating clearly, and shipping reliable software that users can actually trust.
What I build
Design task-specific AI systems that combine prompts, context, tools, APIs, memory, evaluation, and guardrails into useful product experiences.
Build retrieval pipelines with embeddings, vector databases, and semantic search that connect private knowledge to LLM interfaces.
Create chat-driven workflows, Python automations, and integration layers that reduce manual work and improve response speed.
Ship user-facing systems with Vue, React, Next.js, Node.js, Express, Django, FastAPI, and clean API contracts.
Design serverless and event-driven systems with AWS Lambda, EC2, S3, CloudFormation, Step Functions, SNS, SQS, and CloudWatch.
Help teams shape technical strategy, own architecture, mentor engineers, and turn ambiguous AI product ideas into maintainable systems.
Experience
Tkxel - Lahore, Pakistan
Chakor
Programmers Force - Lahore, Pakistan
Ainodes
Skills
Contact
I help teams move from AI idea to reliable production system. I am open to thoughtful conversations with founders, recruiters, and product teams that want practical AI-enabled software with strong engineering fundamentals.