LOADING...
Home About Services Portfolio Blog Careers Contact Us

The RMT Engineering Blog

Deep dives into data engineering, cloud architecture, AI/ML, and enterprise technology — straight from the engineers building it.

DATA ENGINEERING
📊
Feb 8, 2025 8 min

How We Process 1 Million Orders Daily with Apache Kafka

Deep dive into our Kafka-based real-time ingestion pipeline — partitioning strategy, consumer groups, exactly-once semantics, and monitoring setup.

AI & ML
🤖
Jan 28, 2025 10 min

Building a RAG-Based AI Assistant with LangChain & Pinecone

How we built an AI-powered support assistant that handles 80% of customer queries automatically using Retrieval Augmented Generation.

CLOUD
☁️
Jan 20, 2025 7 min

Terraform Best Practices: Managing 50+ AWS Resources at Scale

Our approach to Infrastructure as Code — module structure, state management, workspaces, and CI/CD integration with GitHub Actions.

DATA ENGINEERING
❄️
Jan 12, 2025 9 min

Snowflake vs Databricks: Choosing the Right Data Platform in 2025

An honest comparison from a team that uses both daily — pricing, performance, ecosystem, use cases, and when to choose which.

COMPANY
🚀
Dec 28, 2024 6 min

From FMCG to Tech: How RM Technologies Was Born

The story of how a masala company's internal tech team evolved into a full-scale enterprise technology company — challenges, decisions, and the road ahead.

WEB DEV
⚛️
Dec 15, 2024 8 min

Building a Vendor Portal for 5000+ Users with React & Node.js

Architecture decisions, performance optimizations, role-based access, and real-time features behind our vendor management web application.

DATA ENGINEERING
🔧
Dec 5, 2024 11 min

PySpark Optimization: 10 Tricks That Saved Us 60% Processing Time

Practical PySpark performance tips from production — partitioning, caching, broadcast joins, predicate pushdown, and more.

AI & ML
📈
Nov 22, 2024 9 min

Demand Forecasting for FMCG: ML Models That Actually Work

How we built a demand prediction system achieving 87% accuracy for 5000+ vendors — feature engineering, model selection, and deployment with MLflow.

COMPANY
🏅
Nov 10, 2024 5 min

Hiring Data Engineers in India: What We Look For

Our hiring philosophy, interview process, and the qualities that make a great data engineer — skills over degrees, builders over talkers.


Browse by Tags

AWS Databricks Apache Kafka PySpark Snowflake dbt Apache Airflow Delta Lake React.js Node.js Python Machine Learning LangChain Terraform Docker Kubernetes CI/CD Data Quality ETL Pipelines FMCG Tech Medallion Architecture Power BI Career Tips