Data Scientist

Akash Iyengar

Denver, Colorado

+1-720-***-**** *****.*******@********.*** https://akiy0076.wixsite.com/akashiyengar akash72 linkedin.com/in/akash-iyengar Education

University of Colorado, Boulder, Master of Science in Computer Science CGPA: 3.6 May 2020 Boulder, Colorado SRM Univeristy, Bachelor of Technology in Computer Science & Engineering CGPA: 8.64 May 2017 Chennai, India Work Experience

NebulOS Denver, Colorado

DATA SCIENTIST June 2020 – Present

• Dramatically improved the lead time for automation by reducing the 8 weekmanualpre-automation process to 3 days by developing a process discovery tool for enterprise resource planning industry.

• Coordinated the product development road map using JIRA to improve quality, consistency, and client satisfaction.

• Implemented well-architected and well-documented RESTful micro services,data ingestion pipelines and BI functionalities run on Linux.

• Ensured compliance with the established software development methodology and Software Development Life Cycle (SLDC) for the tool.

• Improved business by establishing key performance indicators while ingesting data fromdisparatesourcesusingvariousSQLandpythonmod- ules.

NebulOS Denver, Colorado

ASSOCIATE DATA SCIENTIST January 2020 – May 2020

• Interacted with stakeholders throughout the operations and technology team to create an automated response and ticketing system.

• Construed custom language models to accomplish conversational architecture.

• Extensively worked on collecting and manipulating technological data by combining web scraping and big data technology (PySpark).

• Conducted a cross functional research and K-means Cluster Analysis using Azure cognitive service and identified meaningful segments of the knowledge base.

• Built artificial neural networks using Azure bot service to train and implement the response system.

• Decreased the average response time to acknowledge service tickets to 2 minutes. SmartInsure Broomfield, Colorado

SOFTWAREDEVELOPMENT INTERN/ CO-OP May 2019 – December 2019

• Designed and developed smart home savings calculator to reduce user’s insurance and maintenance cost.

• Executed proof of concept to assess the value of aerial images in optimizing semantic segmentation.

• Developed cross-platform smart roof sizing tool to accurately calculate roof and pitch size using semantic segmentation of aerial images.

• Reduced human risk and effort to install solar panels by 80 percent. SRF Ltd Chennai, India

SOFTWARE ENGINEERING INTERN July 2017 – February 2018

• Collaborated with the human resource department in automating the remuneration module to reduce resources and time spent on Human resource management system.

• Developed unit and functional test for RESTful micro services using ASP.net core

• Designed end to end testing using TestCraft based on Selenium.

• Decreased the absence and leave approval time by 2 days. Projects

Graduate Housing Recommendation Application University of Colorado,Boulder BIG DATA, APACHE KAFKA, ELASTIC SEARCH, DOCKER, NAIVE BAYES CLASSIFIER, MONGODB, FLASK January 2020 – May 2020

• Developed a tool to enhance and ease the search for university housing.

• Designed and developed the restaurant recommendation

• Developed basic CRUD operations for the application.

• Created a Kafka seed for streaming housing data from various API sources.

• Increased the accuracy of finding a perfect housing by 45 percent. Unsolicited Commercial Email Detection & Filtering System University of Colorado,Boulder NAIVE BAYES, CLOUD PLATFORM, REST API, WORKER NODES, VIRTUAL MACHINE, REDIS & RABBITMQ, GCP August 2019 – December 2019

• Developed an application to filter out multilingual spam emails.

• Designed, developed and tested a RESTful micro service to filter the emails based on Naive Bayes classifiers.

• Created RabbitMQ message queues to reduce latency in response time.

• Deployed the application on Google cloud platform.

• Increased the accuracy of classification by 32 percent. Potential Impacts of Climate Change University of Colorado,Boulder DATAMINING, ARIMA MODEL, LSTM, MANN-KENDALL TEST & PANDAS August 2019 – December 2019

• Developed a statistical model to analyze and interpret various factors contributing to climatic change and global warning.

• Created ARIMA and LSTM statistical model and inference in tableau to project carbon footprint values for next 18 years.

• Performed Kendall-Tau correlation analysis between population and Yield to project the need for farming.

* AKASH IYENGAR · CURRICULUM VITAE MAY 18, 2021

UcanToo Bot University of Colorado,Boulder

STRING MATCHING, REGEX, KERAS, COSINE SIMILARITY MEASURE & DUAL ENCODER LSTM,AWS January 2019 – May 2019

• Created an automated response system to understand Linux/Unix systems.

• Designed the string-matching module using Regex and Keras text tokenization .

• Evaluated the string-matching module for its comprehension capabilities and speed.

• Tailored different similarity measures for evaluating the data model.

• Achieved a response generation time for 5 seconds with an accuracy of 75 percent. Skills

Languages Python, R, SQL, DOT, JavaScript, Java

Web Frameworks Flask, Spark, Django, Kong, Gunicorn, uWSGI, Nginx, Docker, Express.js Database Oracle Database, SQL Server, MySQL, PostgreSQL, OpenEdge, DB2, MongoDB, Redis, Neo4j ML Libraries Scikit-Learn, TensorFlow, PyTorch, Keras, Regex Open Source PM4Py, Scrapy, Apache Druid, Apache Superset, Node-Red, Graphviz Operating System Linux, Unix, Windows, Mac OSX

Data Manipulation Pandas, Cx-Oracle, NLTK, Matplotlib Cloud Platforms Google Cloud Platform, AWS, Azure, Cloudera, UiPath Key Courses

Relevant Courses Advanced Algorithms, Natural Language Processing, Object Oriented Analysis and Design, Big Data Analytics, Machine Learning,Data Center Scale Computing, Data Mining, User Centric Design,Big Data Architecture, Principals of Software Engineering.

Certificate Courses Introduction to Big data, Data Science and Machine Learning bootcamp with R, Introduction to Big data, End to End Machine Learning with Tensorflow on GCP,Java Webservices and RESTful API with Springboot, Applied statistical modelling for data analysis in R, Production Machine Learning systems Extracurricular

Team Lead SRM University,India

ROBOTICS CLUB January 2015 – May 2017

• Oversaw and participated in designing and building robots for various competition.

• Mentored and taught the newer club members.

Volunteering

* AKASH IYENGAR · CURRICULUM VITAE MAY 18, 2021

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