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sumedhsp/README.md

👋 Hi, I'm Sumedh Parvatikar!

🚀 Software Engineer | 💻 Cloud & Backend Developer | 🤖 AI & Computer Vision Enthusiast

LinkedIn GitHub Email

💡 About Me

I'm a Software Engineer with 3 years of experience in backend development, cloud computing, and distributed systems. Currently, I'm pursuing my Master’s in Computer Science at NYU Tandon, where I work on cutting-edge projects in Computer Vision, LiDAR Processing, Retrieval-Augmented Generation (RAG), and Deep Learning.

🔹 Passionate about scalable architectures, AI-driven applications, and cloud-native solutions.
🔹 Strong experience with AWS, Python, C#, Java, Kubernetes, and DevOps pipelines.
🔹 Actively exploring database systems, ML/DL models, and efficient system design.

🛠️ Tech Stack

🔹 Languages & Frameworks

  • Programming: Python, C#, Java, C++, JavaScript
  • Backend: Django, FastAPI, REST APIs, Microservices
  • Frontend: Angular, Bootstrap

🔹 Databases & Data Engineering

  • SQL/NoSQL: PostgreSQL, MySQL, MongoDB, Firebase
  • Big Data: Apache Spark, Apache Hadoop
  • Query Optimization & Database Design

🔹 Cloud & DevOps

  • AWS: Lambda, EC2, DynamoDB, EKS, S3, CloudFormation, OpenSearch
  • Containerization & Orchestration: Docker, Kubernetes
  • CI/CD & Infrastructure as Code: Terraform, Jenkins, GitHub Actions

🚀 What I’m Working On

🔹 NYU Research (Urban Remote Sensing)

  • LiDAR Data Processing | Computational Geometry | Parallel Processing
  • Improving urban LiDAR workflows with spatial indexing & parallel algorithms (60% efficiency boost)
  • Achieved 87% accuracy in vehicle detection across 10+ LiDAR datasets

🔹 Scalable Multi-Tenant DBaaS

  • AWS Lambda + EC2 + MySQL | Hierarchical Schema Migrations
  • Self-healing schema framework reducing downtime by 80%

🔹 AI-Driven Photo Album with Search

  • AWS Rekognition + OpenSearch + Lambda
  • Intelligent image labeling and natural language search
  • Automated deployment pipeline using AWS CodePipeline

🔹 Dining Concierge Chatbot

  • AWS Lex + Lambda + DynamoDB
  • NLP-powered restaurant recommendation system
  • Handles 100+ concurrent requests with low latency

🔥 Always open to collaborations on Cloud Computing, AI, and Backend Engineering projects. Let’s build something awesome together! 🚀

Pinned Loading

  1. Sign-Language-Recognition Sign-Language-Recognition Public

    Forked from dxli94/WLASL

    Sign Language Recognition (I3D + Transformers) on WLASL Dataset - Computer Vision Final Project (CS-GY 6643)

    Python

  2. OctoDB OctoDB Public

    OctoDB - Scalable Multi-Tenant DBaaS with Hierarchical Schema Migrations and Adaptive Synchronization

    HCL

  3. Dining_Concierge_Chatbot Dining_Concierge_Chatbot Public

    Dining Concierge Chatbot - Serverless Web Application using AWS Services

    JavaScript

  4. Exploring-311-Service-Requests Exploring-311-Service-Requests Public

    311 Service Requests: Resource Utilization & Resolution Time Prediction - Foundations of Data Science - Final Project (CS-GY 6053)

    Jupyter Notebook

  5. Blockchain-Based-Voting-Contract Blockchain-Based-Voting-Contract Public

    Blockchain-Based Voting Contract => Intro to Blockchain and Distributed Ledger Technology (CS-GY 9223)

    JavaScript

  6. CS-GY-6083-SHEMS CS-GY-6083-SHEMS Public

    Smart Home Energy Management System (SHEMS) - Principles of Database Systems Final Project (CS-GY 6083)

    HTML