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manojtummala/README.md

Typing SVG

MS in Computer Science (USC '25) | Full Stack & AI/ML & Data Engineer | Building Scalable Tech Solutions

manojtummala

Recent USC grad diving deep into machine learning, big data, and cloud systems. Passionate about crafting efficient data pipelines, deploying ML models, and developing full-stack applications that solve real-world problems.

  • πŸŽ“ Education: Master's in CS from University of Southern California (focus: ML, Big Data, Databases, Cloud); Bachelor's in CS from Sathyabama University with published research on LiDAR for autonomous vehicles.
  • 🌱 Current Focus: NLP, computer vision, real-time streaming, MLOps, and distributed systems.
  • πŸ‘¨β€πŸ’» Portfolio: manojtummala.github.io
  • πŸ’¬ Topics I Love: Python ecosystems, JS frameworks, data orchestration, model optimization, cloud architectures.
  • πŸ“« Contact: manojtum@usc.edu

🧰 Tech Stack

Programming
Python
JavaScript
TypeScript
SQL
Scala
ML/AI & Libraries
TensorFlow
OpenCV
Pandas
NumPy
PySpark
Data Engineering
Apache Spark
Kafka
Airflow
Hadoop
Delta Lake
Cloud & DevOps
AWS
GCP
Docker
Kubernetes
Jenkins
Frameworks & DBs
React
Node.js
MongoDB
PostgreSQL
Flask

πŸ”¨ Professional Highlights

  • ReviewsVerse | Machine Learning & Data Engineer: Engineered real-time NLP pipelines using Kafka and AWS S3 for spam detection and text classification; optimized ETL with 30% latency reduction and Great Expectations for data quality.
  • SchoolTalkz | Data Engineer - ML Analytics: Built predictive models for engagement trends; automated Airflow pipelines for dataset prep and enhanced PostgreSQL performance by 40%.
  • Zee Media | Data Systems & Personalization Engineer: Designed Elasticsearch/MongoDB indexing for recommendations; created AWS S3/Delta Lake data lakes and prototyped NLP tagging for accuracy.

πŸ› οΈ Notable Projects

  • LiDAR Sensor for Self-Driving Cars: Python/OpenCV-based real-time mapping and object detection (40% simulation accuracy; ICCES 2023 publication).
  • Semantic Search Engine: Sentence-BERT embeddings with FAISS for semantic retrieval and API deployment.
  • Facial Recognition Attendance System: OpenCV/AWS Lambda automation reducing errors by 40%.
  • Clipy: Firebase-powered cross-device clipboard sync for secure transfers.
  • Stock Search: Blockchain-enabled app with real-time market updates and user-friendly interface.
  • Explore pinned repos: SPACE-ARENA, Tinder-Swipe-Bot, 3D-Terrain, Rubicks_Cube, Terminal-Setup, Clipy.

🌐 Let's Connect

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  1. SPACE-ARENA SPACE-ARENA Public

    Python 2

  2. Tinder-Swipe-Bot Tinder-Swipe-Bot Public

    Python

  3. 3D-Terrain 3D-Terrain Public

    JavaScript

  4. Rubicks_Cube Rubicks_Cube Public

    Processing

  5. madhavtummala/Terminal-Setup madhavtummala/Terminal-Setup Public

    Best Setup for your terminal for programming on macOS

    Shell 33 5

  6. Clipy Clipy Public

    An Application to transfer texts between devices through a click

    Python