Setu Durgesh Vinay Annam

SSEBE ASU

Software Developer

• Converting Matlab code base into C#; Developing a secure .NET GUI while incorporating complex algorithms from scholars

CIDSE ASU

Graduate Service Assistant

• Graduate TA/grader for CSE 335 (iOS App Development) and CSE 205 (Objective oriented programming and data structures)
• Managed groups; guided and supported over 250 students by conducting office hours, providing feedback and solutions

AdviNow Medical LTD.

Software Engineering Intern

• Developed a tool that extracts the symptoms from the articles; used cutting-edge NLP deep learning models and lexical analysis
• Achieved an improvement in accuracy over 30% on the mapping of symptoms to diseases using hybrid approaches
• Built and integrated 8 extensible Python modules that facilitated autonomous extraction, annotation, and mapping
• Created microservices, data pipelines that collectively assisted doctors to increase the annotation pace from days to hours
• Collaborated with a cross-disciplinary team of doctors and director; converted ideas and designs into technical specifications

LTRC, IIIT - Hyderabad

Research Software Engineering Intern

• Conducted research and published a paper under the title “Anaphora Resolution for Telugu Dialogues”
• Leveraged neural networks and achieved a state of art for pronominal anaphora resolution in Telugu dialogue systems
• Analyzed the trade-off among the features at the semantic and morphological level; made a data-driven selection of features
• Developed and deployed an innovative web app that annotates the anaphora in up to 80 languages of human dialogues

Tech Mahindra

Software Engineering Intern

• Developed a scalable full-stack web dashboard application, for incident tracking using Vue.JS, Node.JS, MongoDB, and Nginx
• Built an Android app that actively notified the employers; impacted latest incidents by increasing the view rate to 100%
• Designed and implemented a RESTful API; used to fetch data to populate the D3.js charts in both web and android apps

The Scheduling Game

​Operating System

Job Sequencing Visualization

​ADAA

• Press space to start escaping people based on their priority from zombies using a single boat.

Regressions Visualizations

​Machine Learning

• Press left and right mouse clicks to produce data points
• Linear Regression
  Logistic Regression
  Polynomial Regression
  

Natural Questions

Topics in Natural Language Processing

• Worked on Google's Natural Questions dataset for building ​question answering systems​ like google knowledge graph card.
• F1 score of 77%​

D*LITE Search Algorithm

Artificial Intelligence

• Developed a python Pacman application, that automatically plans the win in the shortest path with the least processing.

Insurance Referee Assignment

Knowledge Representation and Reasoning

• Developed a clingo program that assigns referees to a task based on some weak and hard constraints set by the company.
• Used a minimization technique to ​optimize the total payments​ made by the company given the preferences of the referees.
• Explored several aspects of ASP and ​declarative programming​ in tacking constraint related problems with little ​planning​.

Coreference Annotator

NLP Tool

• Developed software that annotates the anaphora of a noun phrase in the human spoken dialogues.
• Achieved a state of the art working annotator and decoder for Telugu language that visualizes the similar words like ​wordnet.

Code Reeve

Online Judge Software

• Developed software which automatically judges the coding assignments based on the test cases provided.
• Analyzed potential exploits in the existing systems and rectified them in the application.
• Used MOSS API, which calculates the similarity of the code to detect plagiarism.

Blood Dena

ERP System

• A web-based app that monitors the requests and the donations of blood units. It includes a clustering module that analyses the blood requests based on location and causality.

BMU Blockchain

Cryptocurrency

• A real-time blockchain application which has a server module for transactions which can be accessed through a browser and a CLI for the miners to mine the blocks encapsulating the crypto coins.
• The blocks are secured by decentralization of transactions using peer to peer network and proof of work.

Electricity Control​

​IOT

• A web-based app that simulates a 3D model of the hostel building which delineates a heat map of the electricity consumed. All the appliances are remotely connected to the server via Arduino.