Muhammad Rameez

H O M E

Hi, I'm

Muhammad Rameez

Senior AI/ML Engineer

Agentic Workflows | GenAI | MLOps | RAG | CV

A B O U T

ABOUT ME

Introduction

Experienced AI/ML Engineer with 3+ years of expertise in architecting and deploying scalable solutions across text, image, and time-series domains. Currently specializing in Agentic Workflows and GenAI utilizing SOTA LLMs. Proven track record of leading cross-functional teams, managing the full ML lifecycle (MLOps), and bridging complex software engineering with first-principles research to deliver high-impact, production-ready AI products.

Agentic Orchestration

LLM Fine-Tuning & Optimization

Advanced RAG Systems

Multi-Agent Architectures

Computer Vision

Backend AI Integration

Projects completed

Repositories

Working Hours

STUDY

ABOUT ME

Education

Bachelor of Science in Software Engineering

Punjab Tianjin University of Technology | CGPA: 3.34

AI & INTELLIGENCE

Generative AI & NLP
Deep Learning & Computer Vision
Machine Learning & Predictive Modeling
Multi-Agent Systems

CORE ENGINEERING

OS & Database Systems
Software Architecture & Design
IoT & Embedded Systems
API Design & Microservices

Final Year Project: Actuator AI

Architected an enterprise-ready multi-agent system featuring 8 specialized AI agents using OpenAI SDK and Model Context Protocol (MCP). Built on FastAPI with PostgreSQL backend, implementing:

• Real-time database access with per-request isolation
• Three-layer security guardrails against injection/PII exposure
• WebSocket streaming with intelligent agent handoff detection
• Human-in-the-loop escalation for approval workflows
• Local model inference via Ollama with OpenAI compatibility

PROGRAMMING

Present

SELF LEARNING

I am not good at any of the language in programming.I am just a noob coder.I know nodejs,bash,html,mongodb.

C A R E E R

ABOUT ME

Career

Jan 2025 - Present

CureMD — Senior AI/ML Engineer

Leading AI projects and LLM-powered agentic systems. Built high-performance RAG pipelines using LangGraph. Mentoring junior developers through code reviews.

Aug 2023 - Dec 2024

CureMD — AI/ML Engineer

Designed production APIs bridging AI backends and frontends for NLP models (BART, BERT). Engineered robust ETL pipelines for predictive modeling in healthcare datasets.

May 2023 - Aug 2023

CodeNinja Inc. — Associate AI Engineer

Managed data-centric AI workflows using semi-supervised learning and label propagation. Implemented quality control for large-scale data curation with Selenium/Playwright.

Feb 2023 - Apr 2023

Arch Technologies — AI Engineer

Executed PEFT/LoRA fine-tuning on LLaMA models. Developed time-series forecasting (ARIMA/SARIMAX) for market volatility with automated hyperparameter optimization.