AI application development
LLM integrations, AI assistants, generative AI, and intelligent automation.
Business valueMake high-value workflows faster and more capable.AI Engineer / Pakistan
Building AI-powered applications
and scalable Python systems.
I build practical software solutions using Python, modern AI and LLM technologies, APIs, data systems, and cloud infrastructure.
01 from intelligence import build
02
03 system = build(
04 input="human problems",
05 backend="python",
06 reasoning="AI + data"
07 )
08 # ship something useful
API layer
AI layer
01 / About
Software engineering with a practical
AI-first mindset.
FM / 01
AI
BACKEND
DATA
BACKEND
DATA
I am a software engineer and data science professional with 5+ years of professional experience building AI-powered applications and reliable backend systems.
I started my career as a Python programmer and developed my foundation through backend development, APIs, databases, and cloud technologies. Since then, my work has grown into AI and LLM applications, RAG systems, agentic workflows, document processing, automation, and data-driven software.
I enjoy working through the full path from a complex requirement to a practical system: understanding the problem, shaping the API and data model, integrating the right AI capability, and building a backend that can be maintained and extended.
My current focus is on practical AI engineering with Python, FastAPI, AWS, LLM integrations, and SaaS-oriented backend architecture.
Experience5+ yearsWorking acrossAI / APIs / Cloud
View my experience 02 / Services
From an idea
to a working system.
Focused engineering for teams that need AI to be useful, maintainable, and ready for the real world.
RAG & knowledge systems
Document Q&A, semantic search, knowledge bases, and enterprise assistants.
Business valueTurn scattered information into useful, grounded answers.Agentic AI
Tool-using agents, multi-step workflows, and orchestration with LangGraph or PydanticAI.
Business valueAutomate decisions and actions across connected tools.Python backend systems
FastAPI, REST APIs, authentication, databases, background jobs, and scalable architecture.
Business valueCreate a stable foundation for products that need to grow.SaaS development
API-first, multi-tenant, subscription-ready applications and admin platforms.
Business valueMove from internal tool to repeatable product.Data & cloud solutions
OCR, document intelligence, transcription, data processing, AWS, and Bedrock.
Business valueConnect data, models, and infrastructure into one workflow.03 / Toolkit
The tools behind
the outcomes.
01
Build
Python / SQL / Data Science / Machine Learning
02
Connect
FastAPI / REST APIs / Pydantic / SQLAlchemy / Alembic / Authentication
03
Reason
Generative AI / LLMs / RAG / Agentic AI / LangChain / LangGraph / PydanticAI / Claude
04
Operate
PostgreSQL / Redis / Celery / RabbitMQ / AWS / Bedrock / Secrets Manager / Cognito / Docker / Git/GitHub
04 / Selected work
Systems worth
building well.
AI and backend work grounded in Python, FastAPI, data systems, LLM integrations, and AWS infrastructure.
ZeroAgent
Built a FastAPI “Zero” agent platform that ingests evidence, extracts speaker-labeled transcripts from bodycam audio, runs RAG over indexed content, and auto-generates or amends NIBRS-compliant reports with versioning.
Hercule
AI-driven investigation platform work involving audio, video, PDFs, handwritten reports, images, AWS Bedrock, vector databases, RAG, report generation, secure text redaction, and a chatbot.
Smart infrastructure and data systems
Personal work includes an AI-powered smart infrastructure monitoring system, a gas station management system, and a Global Development Program project.
05 / Experience
A foundation in
professional software.
10/2022 - Present / TargetZero AI Inc. / USA
ML Developer / AI & Python Developer
Worked on ZeroAgent, an evidence-ingestion and report-processing platform using FastAPI, Python, LangChain/LangGraph, AWS Bedrock, SQLAlchemy/Pydantic, and structured JSON workflows. Work included speaker-labeled transcript processing, RAG over indexed content, and NIBRS-compliant report generation and amendment workflows.
TargetZero AI Inc. / USA company / formerly High Plains Computing12/2021 - 06/2022 / The Point of IT
Python Developer
Completed a six-month internship during the final year of my MS, building experience in web development, database management, ERD design, AWS cloud technologies, scalable web applications, and cloud deployments.
Professional career began as a Python programmer01/2021 - 03/2021 / webSoft
Android Developer
Worked on mobile application design and development.
06 / Education
Learning that shapes
the work.
Master of Science in Data Sciences
Riphah International University, Islamabad
03/2021 - 02/2023 / CGPA 3.78 / 2nd position holderBachelor of Science in Software Engineering
COMSATS University, Abbottabad Campus
08/2016 - 08/202007 / Technical expertise
Capabilities, not
just technologies.
AI assistantsRAG platformsLLM applicationsAI agentsDocument intelligenceOCR systemsSpeech & transcriptionREST APIsFastAPI backendsPostgreSQL systemsCelery workersRabbitMQ messagingAWS BedrockAWS IAMAWS DevOpsAWS CloudFormationDocker deploymentsData analysisPython FlaskTeam coordination
CertificationAWS Certified Cloud PractitionerMachine Learning & Deep Learning in Python & R / Data Analysis with Python (IBM)
LanguagesUrdu / Pashto / English
InterestsResearch / Data Analysis / Critical Thinking
08 / Notes from the field
Ideas in
progress.
Future technical notes on building practical AI and backend systems. These topics are planned, not published articles.
RAG applications with Python
Planned note on retrieval, document search, knowledge bases, and grounded answers.
Building AI agents with LangGraph
Planned note on agentic workflows, tools, and multi-step tasks.
FastAPI, AWS Bedrock, and document intelligence
Planned note on AI backend architecture, cloud services, and document processing.
09 / Contact
Have a real problem
to solve?
Available for conversations about practical AI applications, Python backend systems, automation, and cloud solutions.
AI / LLM applicationsRAG and agentic workflowsPython / FastAPI backendsData and cloud solutions
Tell me what you are building, what is not working, or where you need an AI and backend perspective. A short description is enough to start.