Birla Institute of Technology and Science

Arizona State University

Udacity

🚀Building an AI Edtech SaaS: Questgen.ai 📚 Lead Data Scientist (NLP & CV ) 🎓 BITS Pilani 💰 Open for high-end NLP Consulting

Hyderabad, Telangana, India

<a href="https://www.questgen.ai/">https://www.questgen.ai/</a>
An Edtech initiative to automate assessment(test/quiz) creation for K-12 education.
On a quest to build the world's most advanced question generation AI leveraging on state of the art transformer models like T5, OpenAI's GPT-3,  BERT, and GPT-2.
Natural Language Processing (NLP) - Word vectors , Seq2Seq models, text summarization, keyword extraction, NER, POS tagging, NLTK, Wordnet, Conceptnet, Spacy, Tensorflow.
Production deployment of deep learning models using Cortex, Flask, Docker, Gunicorn, and AWS Beanstalk.
Follow some of the open-sourced work in the links below.

Questgen.ai

Questgen.ai- A quest to build the world's most advanced Question generation AI

- Consulting AarogyaAI in building AI solutions from genomic data
-  Well experienced with mapping business to AI technology and implementing solutions with an entrepreneurial mindset.
-  Experienced in hiring and leading data science teams of up to 5.

AarogyaAI

Lead Data Science Consultant

Leading Data Science team at Right-hand Cybersecurity.
Tasks include building cybersecurity risk identification (phishing, malware etc) ML algorithms,
automated assessments from policy documents using NLP & computer vision.
Mentoring junior data scientists and architecting the data science pipeline at Right-Hand Cybersecurity.
Tech stack: Pytorch, Huggingface Transformers, ML production deployment using Cortex.dev

Right-Hand Cybersecurity

Lead Data Scientist (NLP & ML)

Aurora uses AI to generate assessments (Multiple Choice, Fill in the blank, True/False etc) automatically from content for evaluating subject mastery in Education.
Secured pre-seed funding from Entrepreneur First.
Reached monthly customer revenue of 2000$ USD.
Secured verbal commitment from 2 lead VCs for a 1 million $ seed round raise.
But we decided to discontinue Aurora for internal reasons.

Aurora: AI-Assisted Assessments

Co-Founder and CTO

<a href="https://www.joinef.com/">https://www.joinef.com/</a>
Worked on two different ideas spending 6 months each in customer validation and MVP development.
Idea 1:
AI Automated dubbing. Dubbing companies use human actors to dub movies and TV series from one language to another. We wanted to use AI voices to automate the process and synthesize speech with emotions.
Idea 2:
Working on an AI-assisted assessment startup. Secured pre-seed funding. We use AI to generate question and answers automatically from content for evaluating subject mastery in Education.

Entrepreneur First

EFSG4 & EFSG5 Entrepreneur In Residence

<a href="https://www.aiartist.io/">https://www.aiartist.io/</a>
Artificial Intelligence powered blogging\publishing platform for writers.
Download Chrome extension : <a href="https://chrome.google.com/webstore/detail/aiartist/odfcplkplkaoehpnclejafhhodpmjjmk">https://chrome.google.com/webstore/detail/aiartist/odfcplkplkaoehpnclejafhhodpmjjmk</a>
Completely (frontend and backend) built on serverless architecture.
Deep learning, Style Transfer, Natural Language Processing, AWS Lambda, Elastic Search

Aiartist

Builder

Implemented computer vision & image processing algorithms for the endoscopes used on  Da Vinci surgical robot. Technologies: OpenCV, Python, C++, GIT version control.

Developed a locally run webapp to interact with hardware devices.
Front End Technologies used: Bootstrap , HTML, CSS, Javasript. Backend Technologies Used: Python, Flask Web Framework, ctypes Library.

Designed and implemented modern reporting tools to generate pdf test reports.
Technologies : JSON , HTML, CSS, Javascript.

Designed and implemented a basic database infrastructure to store results locally and also post to a cloud-based database.
Technologies: SQLite, MySQLdb, Google Cloud Platform, Python

Experience with Agile for Product Lifecycle Management (PLM). Experience with Jenkins server to run automated unit testing.

Intuitive Surgical

Software Engineer - Vision Team

Software development for face detection and tracking of detected faces in videos.
Opencv , Microsoft Visual Studio ( C++ development), Open source tracking libraries.
Software development for object detection and categorization in videos using multiple feature detectors.
Python , Scikit-learn toolkit (Machine Learning) , Amazon web services, Ubuntu platform development

Viblio

Computer Vision Software developer

Automatic detection and measurement of Carotid intima media thickness (CIMT) in medical images and evaluating Cardio Vascular disease(CVD) risk. The project involves feature extraction, classifier training and testing using Machine learning and Computer vision algorithms to automatically identify the region of interest in which CIMT is measured.

Department of BioInformatics ASU-Mayo Clinic

Student Researcher

3D tracking of hand articulations using Microsoft Kinect.
-  Description: Using Microsoft Kinect to analyze the human hand articulations in grasping objects and exploring the  possibilities of using the data to improve articulations of a robotic hand. •Technologies used: Microsoft Visual Studio(C/C++), OpenNI, OpenCV, PCL, QT.

Neural Control of Movement Laboratory, Arizona State University.

Development and implementation of Algorithms for Video Quality Analysis  of Motion Interpolated Frames for HDTV. Evaluating objective  quality  of motion  interpolated frames taking Human Visual  System  into account.
Technologies used:  Microsoft  Visual  Studio(C/C++),  Matlab, Simulink

Marvell Semiconductors

Software Engineering Intern

Coding  of Usb  and  Uart  serial  communication protocols  and  Lcd  for Usb  - Parallel  8051  microcontroller board  .
Technologies used:  Keil(C coding).

Ramsri Goutham Golla

Ramsri Goutham Golla