# Adarsh Janapareddy

> Software Engineer-II at Amazon SortTech

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/adarshjanapareddy

Skilled in building large scale software applications with 4 years of experience working on forecasting and optimization engines for Amazon package flow at facilities across the world. Love solving problems and hold a Master's degree focused in Computer Science from University of Illinois at Chicago.

## Work Experience
### Software Engineer-II @ Amazon
Jan 2023 – Present | Bellevue, Washington, United States

### Software Engineer @ Amazon
Jan 2020 – Jan 2023 | Seattle, Washington, United States

### Data Scientist @ WOOTCLOUD
Jan 2019 – Jan 2020 | San Jose, California
•      Designed an anomaly detection engine which detects any anomalous behavior on an IOT device
        -Correlates multiple features (Threat signatures, total connections, total Bytes sent/received etc.) 
      	-Analyzes the cumulative distribution function of features to detect outliers in the data.
      	-Surfaces the alerts on the UI. (high/medium/low severity)

•	Created a context-based anomaly detection feature (e.g. a computer running IOS)
        -Used the idea of a research paper which uses likelihood based approach to create probability distributions of categorical data.
        -Gives a measure of negative correlation of categorical features based on probability of co-occurrence.

•	Built a time-based anomaly feature to detect activity/inactivity of a device at an unusual time.
        -Uses the probability of activity in the past detected from IOT sensors to detect unusual activity/inactivity.

•	Experience in:
      	-Extraction (S3, Elasticsearch, MongoDB), Wrangling (Spark/Pandas operations), Visualizing (Matplotlib)
      	-Deploying features on staging/production (AWS instances)
        -Creating streaming and batch jobs using shell scripting and scheduling them on Azkaban.

Tech Stack: Python, PySpark, Mongo DB, Elasticsearch, S3, Shell Scripting, Azkaban, Putty, AWS, Jupyter Notebook


## Education
### Master's degree in Computer Science
University of Illinois Chicago

### Bachelor of Engineering - BE in Electrical and Electronics Engineering
Chaitanya Bharathi Institute Of Technology


## Contact & Social
- LinkedIn: https://linkedin.com/in/adarshjv

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Source: https://flows.cv/adarshjanapareddy
JSON Resume: https://flows.cv/adarshjanapareddy/resume.json
Last updated: 2026-03-29