rao junaid

RJ

Looking for a job

rao junaid

@raojunaid

AWS AI Engineer at Cloudelligent building Bedrock agent platforms, RAG systems, and healthcare document pipelines.

At Cloudelligent, I built a production real-estate intelligence platform using Strands Agents on Bedrock AgentCore to query Athena and Glue data lakes and generate market reports.

I delivered Amazon Bedrock RAG chatbots and an enterprise text-to-SQL solution with schema discovery and self-correcting queries, reaching about 91% accuracy.

I engineered healthcare document-processing pipelines with Textract, Comprehend Medical, and Bedrock to extract medical entities and generate structured SOAP notes from PDFs and transcripts.

Before Cloudelligent, I built forecasting and anomaly-detection models at DGB Technologies, and as a Computer Vision Intern at Fenris Group, I created OpenCV preprocessing and a CNN facial-recognition prototype. I’m an AWS Certified Generative AI Developer (Professional), with a B.S. in Software Engineering and an AI specialization.

Experience

Work history, roles, and key accomplishments

CL

Current

AWS AI Engineer

Current

Cloudelligent

Feb 2025 - Present (1 year 8 months)

Built a production multi-agent real-estate intelligence platform and delivered enterprise GenAI solutions on Amazon Bedrock, including RAG chatbots and text-to-SQL. Engineered healthcare document-processing pipelines and serverless event-driven systems.

DT

Machine Learning Engineer

DGB Technologies

Dec 2022 - Oct 2023 (10 months)

Built supervised, unsupervised, and time-series models for demand forecasting and anomaly detection, and trained and served models on SageMaker. Implemented Dockerized ML workflows and optimized models via feature engineering and hyperparameter tuning.

Machine Learning Time Series Anomaly Detection Sagemaker Docker Spark SQL Feature Engineering PCA Hyperparameter Tuning

FG

Computer Vision Intern

Fenris Group

Jul 2021 - Oct 2021 (3 months)

Annotated datasets, built OpenCV preprocessing and a CNN facial-recognition prototype, and evaluated with IoU, precision, and recall.

OpenCV CNN Facial Recognition Data Annotation IOU Precision Recall

Education

Degrees, certifications, and relevant coursework

AU

ASHRAE UET

ML Mentor, Machine Learning

ML Mentor at ASHRAE UET.

CO

Codanics

Data Science with Python, Data Science

Data Science with Python course from Codanics, UAF.

AW

AWS

AWS Certified AI Practitioner, Artificial Intelligence

AWS Certified AI Practitioner (AIF-C01).

PI

Python Institute

PCEP-30-02 Python, Python

PCEP-30-02 Python certification.

AW

AWS

AWS Certified Generative AI Developer, Professional, Generative AI

AWS Certified Generative AI Developer, Professional (AIP-C01).

UT

University of Management and Technology

Bachelor of Science, Software Engineering

2018 - 2022

B.S. Software Engineering with AI specialization from the University of Management and Technology, Lahore, from 2018 to 2022.

Availability

Looking for a job

Location

Pakistan

Authorized to work in

Salary expectations

70k+ USD

Social media

Job categories

AWS AI Engineer Machine Learning Engineer

Skills

Generative AI Agentic AI Amazon Bedrock Amazon Bedrock Agents AgentCore Strands Agents Multi agent orchestration RAG Bedrock Knowledge Bases Amazon Bedrock Guardrails Model Context Protocol (MCP)Prompt Engineering Text To SQL OpenSearch K NN Embeddings

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