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Hello There

I am Alekhya Duba.
I am a Software Engineer
located in the Bay area.

About

More About Me

I build Intelligent Systems that takes away our redundant work and allows us to solve new and exciting problems.

Howdy!

I am currently pursuing my Master’s degree in Computer Science (TAMU May'23) and my primary focus is in the field of Applied Machine Learning and Data Science. I have worked on projects exploring the fields of Computer Vision/ Perception, Machine Learning, Deep Learning and Reinforcement Learning Algorithms.

Skills

  • Machine Learning
  • Python
  • Data Visualization
  • Keras-TensorFlow-PyTorch
  • BigQuery/SQL
  • Git
  • C#
  • HTML/CSS

Work Experience.

May 2022 - Present

Cruise

Intern

I worked on developing a new tool for simulation coverage analysis which allowed the system engineers to identify coverage gaps, find relevant scenarios from simulation data along with dynamic geo-spatial visualisations for quick overview.
Currently working on using Reinforcement Learning for stress testing the Autonomous Vehicles.

May 2017 - June 2021

Siemens

Senior Software Engineer

I led a team of manual and automation test engineers to ensure the quality of a pilot SCADA product right from user story break down phase to Product Delivery. I was the youngest SME and Test Owner for one of the innovation line pilot project at Siemens DDI. I also worked and collaborated with multiple cross-functional scrum teams at different phases.

I developed windows form applications to automate the user stories comprising desktop applications and websites (Selenium framework wrapper). I designed and built mini frameworks that would reduce the user story automation time with low maintenance efforts.

Oct 2014 - May 2017

Tata Consultancy Services

Systems Engineer

I worked with finance data of one of the Big 4 companies, and validated their reporting system’s results. I designed SQL queries and stored procedures to validate the data in the reporting system and was able to uncover 45% more issues than what were possible through UI testing.
I also worked closely with DBA to detect the discrepancies if any early on in the software cycle. I was awarded on multiple occasions for my contributions.

Education

August 2021 - May 2023 (Expected)

Texas A&M University College Station

MS in Computer Science

Courses: Machine Learning, Deep Learning, Reinforcement Learning, Robotics,Algorithms, Software Engineering, Operating Systems.

Jan 2020 - May 2020

Indian Institute of Science, Bengaluru

CCE- Proficiency Course

Courses: Basics of Machine learning, Reinforcement Learning.

August 2010 - July 2014

Bhilai Institute of Technology

BE- Electrical and Electronics Engineering

Courses: Microprocessors, Microcontrollers, Analog and Digital Systems etc.

Portfolio

See My Latest Projects.

I like to implement what I learn. Check out my personal and professional project details here.

Web Application for RV Park Lease Management

Web Development, Django, Behave, Agile, Python

Reinforcement Learning Course Projects

DQN, Policy Gradients

MAML vs MLSH

Reinforcement Learning

Fast Traffic Light Detection and State Classification

Computer Vision

Next Word Predictor

Natural Language Processing, LSTM

Noisy MNIST- Classification

Noisy MNIST, Classification, ConvNets

Machine Language Translation

Machine language translation,Transformer encoder decoder model

ML Playground

Machine Learning

RL Playground

Reinforcement Learning

*Few images are obtained from the internet for representation purposes only.

Contact

Say Hello.

Where to find me

San Francisco, CA
US

Email Me At

alekhya.ramarao@gmail.com
alekhya.duba@tamu.edu

Call Me At

Kindly email for phone number.