Crafting AI Solutions
Software Engineer specializing in Agentic AI Systems and Production ML Frameworks. Experienced building multi-agent architectures that automate complex workflows and enterprise-scale document processing. Passionate about developing intelligent agents that bridge AI capabilities with real-world business applications.
Building solutions that leverage the power of AI to solve complex problems efficiently.
LegalSphere
Personal Project
AI framework for automating international trade law research using a hierarchical multi-agent system
Agentic Framework for SDS Classification
ISSM.AI
Production-grade framework that automates SDS classification per firecode compliance
Library Management System
Personal Project
Java-based library system with SQLite backend supporting advanced book management and search
Stock Market Predictor
Personal Project
ML application forecasting stock prices using Random Forest and LSTM with interactive visualizations
Customer Service Chatbot
United Bank Limited
Django backend with knowledge graphs and fine-tuned LLMs for enterprise banking
Economic Indicator Prediction
Ministry of Information Technology
LSTM time-series neural network for predicting economic indicators with high accuracy
Machine Learning Intern
May 2024 - August 2024ISSM.AI | Islamabad, Pakistan
- Engineered production-grade agentic framework for 3E that automates SDS classification per firecode compliance, reducing document processing time by 75%
- Implemented end-to-end containerized architecture using Docker with AWS (EC2, S3, Lambda, ECS) and Azure deployment
- Built comprehensive observability using Langfuse, Redis Insight, CloudWatch, and OpenTelemetry for monitoring agent conversations
- Delivered solution processing 300,000+ backlogged documents, generating cost savings and improving compliance
Software Engineering Intern
May 2023 - August 2023United Bank Limited | Islamabad, Pakistan
- Developed Django backend for enterprise customer service chatbot, experimenting with Langfuse, Langflow and open-source LLM integration
- Implemented knowledge graphs in Neo4j and fine-tuned open-source LLMs (Llama) on proprietary banking data
- Developed custom RAG pipelines with pgvector and Pinecone, reducing irrelevant responses by 52%
- Created domain-specific knowledge bases with automated content extraction and chunking, improving response time by 30%
Machine Learning Research Intern
July 2022 - August 2022Ministry of Information Technology | Pakistan
- Led AI ethics and workforce transition research, developing recommendations for national AI adoption initiatives
- Designed LSTM time-series neural network for predicting economic indicators with 87% accuracy
- Presented cross-ministerial research findings via comprehensive reports and interactive dashboards, influencing AI governance framework
Bachelor of Arts in Computer Science, Minor in Data Science
Awards & Activities
- Academic Scholarship
- Member of the University Golf Team