Muhammad Ghufran
@muhammadghufran1
I am a Data Engineer with 8 years building React/React Native enterprise web and mobile applications.
What I'm looking for
I am a Data Engineer with over 6 years of experience in building efficient and resilient web applications. Proficient in modern front-end frameworks and strong back-end and data engineering skills, I thrive in team collaborations, particularly in the Agile environment. My expertise ranges from cloud technologies to AI integrations, allowing me to deliver stable, data-driven solutions that enhance user experiences. I am committed to secure coding and mentoring growth within my teams.
Experience
Work history, roles, and key accomplishments
Designed and maintained ETL pipelines using Snowflake, dbt, AWS Glue, and S3. Automated data ingestion and transformation for reliable workflows. Built and optimized Snowflake data models for faster queries. Integrated S3 for secure storage and analytics, ensuring high data quality and performance.
Senior Data Engineer
Perficient
May 2022 - Present (3 years 7 months)
Designed and maintained end-to-end Snowflake data pipelines and medallion architecture, improving data reliability and reducing query latency through Snowpark optimizations and clustering strategies.
Resolved production bugs and improved application stability while creating reusable React components and responsive recruitment portal pages. Led a Webpack migration (v1→v3) and implemented a generic AJAX module to standardize client-server calls.
AI/ML Engineer
Beyondsoft
Aug 2019 - May 2022 (2 years 9 months)
Built RAG systems and LLM-powered chatbots and developed AI pipelines and real-time data processing with Kafka, Spark, and Snowflake to deliver production ML solutions.
Education
Degrees, certifications, and relevant coursework
National University of Sciences and Technology
Bachelor of Science, Computer Science
2015 - 2019
Grade: 3.5
Activities and societies: outdoor and indoor activities
Earned a Bachelor of Science in Computer Science at the National University of Sciences and Technology, Islamabad, from 2012 to 2016.
National University of Sciences and Technology
Bachelor's Degree, Computer Science
2015 - 2019
Completed a Bachelor's degree in Computer Science with coursework and projects focused on software engineering and data systems from Feb 2015 to Aug 2019.
Tech stack
Software and tools used professionally
Snowflake
AWS Glue
Microsoft Azure
Google Cloud Platform
Amazon S3
GitHub
Kubernetes
Jenkins
CircleCI
GitHub Actions
React Native
PySpark
dbt
DB
MySQL
PostgreSQL
MongoDB
Gmail
Node.js
Django
Next.js
NestJS
Tailwind CSS
Material-UI
Redis
Terraform
Visual Studio
Jira
Ant Design
React
jQuery
Webpack
JavaScript
HTML5
CSS 3
PHP
JSON
XML
TensorFlow
PyTorch
MLflow
scikit-learn
Streamlit
Kafka
ExpressJS
FastAPI
New Relic
CapRover
GraphQL
Firebase
AWS Lambda
redux-saga
TypeScript
Twilio
Airflow
MobX
Amazon Web Services (AWS)
SQL
Hugging Face
Dagster
LangChain
LlamaIndex
ChromaDB
Pinecone
OpenAI API
Recoil
N8N
Agentic
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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