Looking for a job

Abdul Qahir Jalali

@abdulqahirjalali

Message

I build production AI agents, RAG systems, and MLOps pipelines for enterprise workflows.

Pakistan

Message

What I'm looking for

I'm looking to build production AI agents, RAG systems, and MLOps workflows where I can apply LLM fine-tuning, automation, and cloud deployment to real-world problems.

I build production AI agents, intelligent search systems, and MLOps pipelines that turn LLM capabilities into practical enterprise workflows.

At Metropolitan Solutions, I architected and deployed autonomous agents with LangGraph, CrewAI, MCP servers, hybrid RAG, and cross-encoder reranking. I also fine-tuned Llama 3.1 8B and Mistral with LoRA, QLoRA, and DoRA, while building MLflow and DVC pipelines for training, versioning, CI/CD, and drift monitoring.

At eMental Health International Collaborative, I replaced legacy keyword search with a RAG-based intelligent search system and fine-tuned Meta Llama 3.1 to generate accurate profile tags. I contribute remotely to digitally enabled support systems and international knowledge exchange.

My projects include PsychTrainer, a clinical simulation platform on AWS; a 24/7 AI email auto-responder connected to live inventory data; and a SQL analyst agent that translates plain English into MySQL queries. I enjoy building reliable agentic systems with Python, LangGraph, FastAPI, RAG, Docker, and cloud infrastructure.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer & Ambassador

Current

eMental Health International Collaborative

Jan 2026 - Present (8 months)

Replaced legacy basic keyword searching with an advanced RAG-based intelligent search system, significantly improving information retrieval accuracy. Fine-tuned Meta Llama 3.1 (8B) to automatically generate highly accurate profile tags by analyzing user descriptions and background details.

RAG Fine Tuning LLaMA 3.1 Information Retrieval Collaboration

AI / ML Intern

Metropolitan Solutions (Pvt) Limited

Dec 2025 - May 2026 (5 months)

Architected and deployed autonomous AI agents using LangGraph, CrewAI, and MCP servers, incorporating hybrid RAG with cross-encoder reranking onto production servers. Fine-tuned open-source LLMs (Llama 3.1 8B, Mistral) using LoRA, QLoRA, and DoRA for domain-specific enterprise workflows.

LangGraph Crew AI MCP RAG Cross Encoder Re Ranking LoRAs QLoRA DORA MLFlow DVC CI CD Drift Monitoring

Intern - AI & ML

ITSOLERA Pvt. Ltd.

Jun 2025 - Aug 2025 (2 months)

Contributed to AI and ML projects including AI-Enhanced Detection of Fake and Bot Profiles on Social Media. Engineered and implemented full end-to-end MLOps pipelines across all projects, ensuring seamless model training, deployment, and lifecycle management.

MLOps Model Training Deployment Lifecycle Management data preprocessing Model Development Performance Evaluation

AI & ML Intern

DevelopersHub Corporation

Jun 2024 - Aug 2024 (2 months)

Gained hands-on experience in data preprocessing, training predictive models using supervised and unsupervised algorithms, and implementing neural network architectures.

data preprocessing Supervised Learning Unsupervised Learning Neural Networks