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Omkar-Waikar/README.md

Hi, I'm Omkar Waikar

Full Stack Software Engineer | MS in Computer Science @ New York University | Oracle Certified Java Developer

I specialize in building robust applications and scalable cloud solutions. Currently focused on AI integration in Distributed Systems.

Connect with me

email LinkedIn Portfolio Resume

Tech Stack

Languages: Python Java TypeScript

AI & ML: GenAI RAG Agents

Frameworks: React NodeJS Flutter

Cloud & Infra: AWS Kubernetes Kafka Docker

Featured Work

NYC Traffic Collison Prediction | Real time Distributed Data Pipeline & Predictive Analytics Platform

  • Scalable Data Ingestion: Designed a high velocity Apache Kafka producer-consumer pipeline to ingest live NYC Open Data API streams and implementing custom watermarking and retry logic for zero loss data integrity.
  • Distributed ML Processing: Leveraged Dask for distributed data handling and Scikit-learn to build a predictive model mapping collision likelihood. Utilized Ball Trees for high performance geo-spatial coordinate mapping across massive datasets.
  • Optimized Architecture: Managed stateful data storage with MongoDB and utilizing geographical indexing to achieve sub second query latency for live traffic speed lookups.

Deepfake Detection System | AI Security Platform for Multimedia Deepfake Detection

  • Hybrid Deep Learning Engine: Architected a detection suite leveraging both PyTorch and TensorFlow to perform real time analysis of image, audio, and video streams with high confidence scoring metric.
  • Cloud Deployment: Engineered and deployed the full stack application on AWS ensuring high availability for compute intensive computer vision and processing tasks.
  • Secure API Architecture: Designed RESTful APIs with JWT based authentication implementing secure user workflows to maintain data privacy and individual user sessions.

Contribution Activity

snake

GitHub Stats





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  1. NYC-Transit-Hub NYC-Transit-Hub Public

    Team NullPointer: NYU_Leetcode_Bootcamp_Project

    TypeScript

  2. Deepface-Deepfake-Detection-System Deepface-Deepfake-Detection-System Public

    Team DeepFace: Software Engineering Project

    Python 2 1

  3. NYC-Traffic-Collison-Prediction NYC-Traffic-Collison-Prediction Public

    Team FlowSight: Big_Data_Project

    Jupyter Notebook