Architecting
Scalable Systems & LLM Infrastructure
Architecting
Scalable Systems & LLM Infrastructure
Architecting
Scalable Systems & LLM Infrastructure
Backend & infra expertise for startups and scale-ups
INTRODUCING BUDIDA MATRIX INC
Budida Matrix is the engineering studio of Abhinav Ramana Budida — building scalable systems, AI products, and real-time platforms with deep backend craft.
ABHINAV RAMANA BUDIDA
CEO & DIRECTOR
BENEFITS
Why Choose Budida Matrix?
Everything you need to collaborate, create in one place
LLM Infrastructure & Prompt Engineering
Deploy performant LLM pipelines with precision-tuned prompts & systems.
LLM Infrastructure & Prompt Engineering
Deploy performant LLM pipelines with precision-tuned prompts & systems.
LLM Infrastructure & Prompt Engineering
Deploy performant LLM pipelines with precision-tuned prompts & systems.
Backend Systems in Python, FastAPI, Redis
Crafting backend logic and data layers that scale with your business.
Backend Systems in Python, FastAPI, Redis
Crafting backend logic and data layers that scale with your business.
Backend Systems in Python, FastAPI, Redis
Crafting backend logic and data layers that scale with your business.
Time-Series & Graph Databases
Power intelligent systems with graph-aware and time-indexed data storage.
Time-Series & Graph Databases
Power intelligent systems with graph-aware and time-indexed data storage.
Time-Series & Graph Databases
Power intelligent systems with graph-aware and time-indexed data storage.
CI/CD, DevOps, AWS, Docker, Observability
Build, deploy & scale with production-ready cloud workflows.
CI/CD, DevOps, AWS, Docker, Observability
Build, deploy & scale with production-ready cloud workflows.
CI/CD, DevOps, AWS, Docker, Observability
Build, deploy & scale with production-ready cloud workflows.
Real-time Systems (WebSocket, Kafka)
Stream data in real time with scalable messaging infrastructure.
Real-time Systems (WebSocket, Kafka)
Stream data in real time with scalable messaging infrastructure.
Real-time Systems (WebSocket, Kafka)
Stream data in real time with scalable messaging infrastructure.
Payment Systems (Stripe, RevenueCat)
Works with your favorite tools for a cohesive workflow experience.
Payment Systems (Stripe, RevenueCat)
Works with your favorite tools for a cohesive workflow experience.
Payment Systems (Stripe, RevenueCat)
Works with your favorite tools for a cohesive workflow experience.
FEATURED WORK
Success Stories to Inspire
Discover how businesses and creators achieve results
WOMBO.ai
Cut AWS costs by 70% ($1M to $300K/month) through backend optimization. Boosted revenue by implementing payments, subscriptions, Stripe, and RevenueCat. Built backend for Wombo Me and Dream apps using WebSocket for real-time user experience.
Emily's E-commerce Success
Emily, the CEO of BloomTech, transformed their marketing efforts using AI-powered tools. This shift resulted in a 60% increase in ROI and a 45% improvement in customer personalization, leading to a surge in brand loyalty
Sophia's Retail Breakthrough
Sophia, the marketing lead at Trendify, used AI-driven analytics to dive deep into customer behavior. The insights led to a 40% increase in engagement and a 30% rise in repeat purchases, creating long-term customer relationships.
Led backend design and AWS deployment for scalability, mentoring junior engineers. Enhanced observability with SigNoz, using Python, REST API, Docker, CI/CD, and DevOps to optimize performance and real-time issue detection.
WOMBO.ai
Cut AWS costs by 70% ($1M to $300K/month) through backend optimization. Boosted revenue by implementing payments, subscriptions, Stripe, and RevenueCat. Built backend for Wombo Me and Dream apps using WebSocket for real-time user experience.
Emily's E-commerce Success
Emily, the CEO of BloomTech, transformed their marketing efforts using AI-powered tools. This shift resulted in a 60% increase in ROI and a 45% improvement in customer personalization, leading to a surge in brand loyalty
Sophia's Retail Breakthrough
Sophia, the marketing lead at Trendify, used AI-driven analytics to dive deep into customer behavior. The insights led to a 40% increase in engagement and a 30% rise in repeat purchases, creating long-term customer relationships.
Led backend design and AWS deployment for scalability, mentoring junior engineers. Enhanced observability with SigNoz, using Python, REST API, Docker, CI/CD, and DevOps to optimize performance and real-time issue detection.
WOMBO.ai
Cut AWS costs by 70% ($1M to $300K/month) through backend optimization. Boosted revenue by implementing payments, subscriptions, Stripe, and RevenueCat. Built backend for Wombo Me and Dream apps using WebSocket for real-time user experience.
Set up a hermetic environment using Borg for the GuestOS team, enabling CI/CD deployment of custom OS on Google Cloud across complex configs like Ubuntu 20/22 and Windows Server 10.
Revamped content reporting with a nearline system, automated corrections, scalable schema, and dynamic report generation. Detected data anomalies via ML-based trend analysis. Streamlined testing and ensured service isolation with a record-replay REST test framework.
Technical Proficiencies
Handpicked Stack from a Decade of Engineering
Python
JAVA
AWS
Eclipse Pinot
DOCKER
FastAPI
Strip & Revenue Cat
SQL
KAFKA
GraphDB
Ubuntu
Nvidia Picasso
Reach out anytime
Achieve More Than Ever Before with Budida Matrix
Unlock Endless Possibilities with Budida Matrix
Reach out anytime
Achieve More Than Ever Before with Budida Matrix
Unlock Endless Possibilities with Budida Matrix
Reach out anytime
Achieve More Than Ever Before with Budida Matrix
Unlock Endless Possibilities with Budida Matrix