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suhasramanand/readme.md

Building Production-Grade AI Systems & Scalable Infrastructure

I'm Suhas, a Full-Stack & DevOps Engineer from Northeastern University, passionate about crafting robust, scalable systems that power real-world applications.

From deploying GenAI applications with RAG to architecting Kubernetes-based distributed systems, I turn complex engineering challenges into elegant solutions. With expertise spanning cloud infrastructure (AWS, GCP, Azure), modern web technologies, and AI/ML pipelines.

What I'm Up To

  • Engineering Enterprise Risk Management systems with GenAI integration
  • Crafting Production-grade GenAI applications with Retrieval-Augmented Generation (RAG)
  • Deploying Microservices and distributed systems on Kubernetes and cloud platforms
  • Optimizing Performance and reliability through observability and automation

Tech Expert

Ask me about: Python | TypeScript | React | AWS | Kubernetes | LLMs | Distributed Systems | Terraform | FastAPI | PostgreSQL


My Skill Set

Frontend

React Bootstrap CSS3 HTML5 JavaScript TypeScript Docker Figma Material UI Tailwind CSS Flask NextJS

Backend

JavaScript MongoDB Node.js Linux Nginx Python Express.js Git Redis Bash PostgreSQL

DevOps & Cloud

Kubernetes Linux Git Bash Terraform GCP AWS Azure Docker Prometheus Grafana

Data

Tableau Python PyTorch

Featured Projects

GenAI & Machine Learning

Automated pull request review bot that leverages AI to analyze and provide suggestions on code changes

  • Tech: Groq LLM, GitHub Actions
  • Features: Automated code review, AI-powered suggestions, PR comments
  • Deployment: GitHub Bot integration

Production-grade platform for evaluating, observing, and optimizing Generative AI pipelines (LLMs, RAG, Agents)

  • Tech: Python, FastAPI, Vector DBs
  • Features: AI pipeline evaluation, performance monitoring, optimization tools

AI-driven miner for art-technology intersections and cultural-technical patterns

  • Tech: Python, Web Scraping, AI
  • Features: Trend analysis, knowledge extraction, pattern recognition

DevOps & Infrastructure

SRE platform with ML-based anomaly detection and automated remediation

  • Tech: Python, FastAPI, React, TypeScript, Docker Compose
  • Architecture: Microservices, Prometheus, Grafana, Jaeger, Loki
  • Features: Real-time anomaly detection, policy-driven auto-remediation, AI-powered RCA

Distributed storage system with erasure coding and multi-region replication

  • Tech: Python, FastAPI, Reed-Solomon erasure coding
  • Features: Node failure recovery, shard repair, metrics collection
  • Performance: 1000+ objects processed with 100% success rate

Scalable infrastructure with Terraform, Kubernetes (AWS EKS), and CI/CD pipelines

  • Tech: Terraform, Kubernetes, AWS EKS, CI/CD
  • Features: Infrastructure as Code, microservices architecture

End-to-end real-time streaming analytics platform with Kafka, Spark, Trino, and Iceberg

  • Tech: Kafka, Spark, Trino, Iceberg, Kubernetes
  • Features: Real-time processing, data lake integration, K8s deployment

Full-Stack & Data

Automated job aggregator for entry-level software engineering positions with visa sponsorship

  • Tech: Python, Playwright, React, Tailwind CSS
  • Features: Smart filtering, visa sponsorship detection, GitHub Actions automation

Reliability testing framework for distributed query engines with fault injection

  • Tech: Presto/Trino, ClickHouse, Spark, Kubernetes
  • Features: Fault tolerance, chaos engineering, performance optimization

High-Performance C++ caching system with LRU eviction, custom memory allocator, multi-threaded TCP server

  • Tech: C++, TCP networking, custom allocators
  • Features: LRU eviction, multi-threading, performance optimization

Enterprise-grade risk management system

  • Tech: Full-stack, Risk Analysis
  • Features: Risk assessment, mitigation strategies

Connect with me


Github Stats




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