K.A.A

Software Engineer specializing in Agentic AI and Distributed Systems

Based in: Lahore, PakistanCurrently: Software Engineer, KcubeExperience: 2 years

A Software Engineer with extensive experience in building AI-driven platforms, including hybrid RAG frameworks and event-driven serverless pipelines. He holds a BS in Computer Science from FAST and has a proven track record of delivering complex backend services and machine learning projects.

Experience

Software Engineer

KcubeLahore, PakistanworkAug 2025 – Present

Summary

Built the compatibility engine for an AI dating platform where users' AI personas simulate dates before real contact, structured as a recommender-style funnel: eligibility filtering, coarse similarity ranking, and Gemini LLM fine-ranking of top candidates. Engineered an event-driven serverless OCR pipeline (C# Azure Functions + Document Intelligence) fanning out SharePoint documents into live search indices. Designed a Hybrid RAG framework with a dynamic routing layer dispatching queries between vector search and SQL aggregate paths, keeping time-to-first-token under 6s with retrieval and reranking in the loop. Developed Django backend services orchestrating HubSpot/MemberStack automations via Batch APIs and background schedulers, handling rate limits, retries, and async job coordination. Led AI roadmapping for enterprise clients, translating RAG architectures into delivery milestones and timelines.

What I did

Implemented the OCR pipeline independently from requirement analysis through architecture development and LLM evaluations.
Integrated GitHub with Claude to automate daily work analysis and issue tracking.

Results

Reached an accuracy of 90 percent on a 25-question golden test set for the OCR pipeline.
Tested OCR pipeline for 400-500 files of varying sizes, including Excel and Word files up to 0.5 GB.

Gemini LLMC#Azure FunctionsDocument IntelligenceSharePointRAGVector SearchSQLDjangoHubSpotMemberStackBatch APIsClaude AIGitHub API

Software Engineer (Part-time)

CareGenix SolutionsLahore, Pakistanpart timeJul 2024 – Dec 2024

Resolved 30+ backend defects across multiple modules of an enterprise ASP.NET platform.

ASP.NET

Skills

Technical

Azure Serverless Functions

Gemini API

OpenAI API

Git

Python

RAG

LangChain

LangGraph

Django

Event-driven & serverless architectures

PostgreSQL

Docker

PyTorch

Langfuse

pgvector

Distributed systems design

JavaScript

TypeScript

SQL

FastAPI

React.js

Next.js

Azure AI Search

Azure Document Intelligence

ASP.NET

C++

System Design

Sentiment Analysis

Pose Detection

Diffusion Models

Workflow Automation

Projects

Prism RAG

Developerpersonal

Orchestrated retrieval as a LangGraph state machine: multi-query retrieval merged via reciprocal rank fusion, answers self-graded for hallucinations with retries, and web-search fallback when retrieved docs are judged irrelevant. Gated CI on RAGAS eval regressions with LangFuse/LangSmith observability; 99 tests at 87% coverage.

LangGraphLangChainLangFuseFastAPIQdrantElasticsearchRedisDocker

ClothMe Virtual Try-On Service

Lead Developeracademic

Built a federated learning pipeline where client nodes train locally on private images and only weight updates are aggregated centrally. Composed Detectron2 segmentation and OpenPose keypoints to condition a diffusion-based try-on generator. Shipped a Next.js + React frontend with photo upload and in-browser try-on preview.

PyTorchDiffusionDetectron2OpenPoseReact.jsNext.js

Recroo.ai

personal

A complete B2B hiring solution chatbot that runs the entire recruitment pipeline from within the chatbot itself.

Chatbot

GitHub-Claude Workflow Automation

personal

Built a utility that analyzes repository activity via commit names and PR descriptions to automatically fill relevant GitHub issues.

ClaudeGitHub

Education

Bachelor of Science

FAST (National University of Computer and Emerging Sciences)Computer ScienceSep 2021 – Jul 2025

Recognition

Certifications

GoSaaS Agentic AI Bootcamp

GoSaaS2025

Devsinc MERN Stack Bootcamp

Devsinc2023

Hire K.A.AReach out about a role, a contract or a conversation.For recruiters

K.A.A's twin is AI, it can make mistakes.

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