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maheshchebrolu-git/README.md

Hi, I'm Mahesh 👋

Software Engineer & AI Systems Builder
MS Computer Science (Machine Learning) · George Mason University
📍 Fairfax, VA  |  🛂 F-1 STEM OPT · Available From July 6, 2026 · 36 months authorization


🚀 Featured Projects

Project Description Stack
GradeMaster-Pro Multi-agent AI grading pipeline — 45+ concurrent submissions, zero manual corrections LangGraph · Gemini · Pydantic
Cloud Cost Agent 6-agent autonomous AWS cost optimizer with tree-of-thought reasoning Python · Google ADK · Docker
MNIST Neural Engine Neural net from scratch — 96.09% accuracy, 92.5% size reduction via Int8 quantization NumPy · OpenCV · Streamlit
3D Photography Depth-aware 3D Ken Burns + novel view synthesis from a single RGB image PyTorch · OpenCV · NumPy

🛠️ Tech Stack

languages  = ["Python", "Java", "JavaScript (ES6+)", "SQL", "Bash"]

ai_ml      = ["LangChain", "LangGraph", "Google Gemini", "Google ADK",
              "PyTorch", "FAISS", "SBERT", "Hugging Face", "Scikit-learn"]

backend    = ["Spring Boot", "FastAPI", "RabbitMQ", "Redis", "Kafka"]

frontend   = ["React", "Redux"]

cloud      = ["AWS (EC2, EKS, SQS, S3)", "Azure", "Google Cloud Run",
              "Docker", "Kubernetes", "Terraform", "CI/CD"]

databases  = ["PostgreSQL", "pgvector", "PostGIS", "MySQL",
              "Supabase", "Redis"]

💼 Experience

Graduate Teaching Assistant — Operating Systems · George Mason University (2025–2026)

Mentored 120+ undergrads in OS fundamentals: processes, memory, concurrency, Linux

Member of Technical Staff I → III · Nineleaps Technology Solutions (2022–2024)

Promoted twice in 2.5 years · Backend, Full-Stack & Cloud Infrastructure

  • Sub-200ms API responses via JVM G1GC tuning · 11,000+ daily requests
  • 47% faster deployments via Terraform IaC + Dockerized CI/CD
  • 40% LCP improvement · 3,500+ employee training portal

🎓 Education

George Mason University — MS Computer Science · Concentration: Machine Learning · GPA 3.57 · May 2026

Sri Krishna College of Engineering and Technology — B.Tech Information Technology · May 2022


Open to: Software Engineer · AI/ML Engineer roles.
📬 mahesh.chebrolu.dev@gmail.com

Pinned Loading

  1. cloud-cost-optimization-agent cloud-cost-optimization-agent Public

    Python

  2. GradeMaster-Pro GradeMaster-Pro Public

    AI-powered multi-agent grading pipeline using LangGraph + Gemini Batch API. Processes 45+ concurrent submissions with zero manual corrections.

    Python

  3. MNIST_Engine MNIST_Engine Public

    High-performance MNIST Engine built from scratch in NumPy. Features 8-bit quantization (92.5% size reduction) and a real-time Streamlit dashboard.

    Python