suhasramanand - Overview

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

Featured Projects

GenAI & Machine Learning

CodeReviewer.AI

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

EvalStack

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

Art-Tech Knowledge Miner

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

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

RL-Enhanced Agentic Investment

Reinforcement learning enhanced agentic investment system

  • Tech: Reinforcement Learning, AI Agents
  • Features: Intelligent investment strategies, autonomous decision-making

CKD Staging and Progression Prediction

Machine learning project for predicting chronic kidney disease (CKD) stages and performing survival analysis using clinical biomarkers

  • Tech: Machine Learning, Survival Analysis, Kaplan-Meier Estimator
  • Features: Disease progression prediction, survival probability visualization, clinical insights

Endangered Bird Species Classification

Computer vision and classification project for identifying endangered bird species

  • Tech: Computer Vision, Image Classification, Deep Learning
  • Features: Species identification, conservation data analysis

DevOps & Infrastructure

Predictive Reliability & Auto-Remediation Platform

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

MiniGCS - Distributed Object Storage

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 Deployment

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

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

Streaming Analytics Platform

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

Container

A tool for creating and running Linux containers using lightweight virtual machines on a Mac

  • Tech: Swift, Virtualization Framework
  • Features: Container runtime, optimized for Apple silicon, lightweight VM-based isolation

Terraform Learning Repository

Collection of Terraform configurations for learning and demonstrating infrastructure provisioning

  • Tech: Terraform, Infrastructure as Code
  • Features: Practical examples, cloud resource management

Full-Stack & Data

Job Hunt - Live Demo

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

Distributed Query Engine on Kubernetes

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 Cache

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 Risk Management

Enterprise-grade risk management system

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

Portfolio Website

Personal portfolio website showcasing projects and experience

  • Tech: Web Technologies
  • Features: Responsive design, project showcase

Campus Workshops Knowledge Base

Knowledge base repository for campus workshops and educational content

  • Tech: Documentation, Knowledge Management
  • Features: Educational resources, workshop materials

Resume Forge

Tool for generating and managing professional resumes

  • Tech: Resume Generation, Document Processing
  • Features: Resume templates, automated formatting

Connect with me

github linkedin

Github Stats