Raviteja Kalidindi Email & Phone Number

Hyderabad, Telangana, India

Hyderabad, Telangana, India

Myisha.ai is an AI platform designed to transform the field of radiology, with a focus on empowering technicians and saving lives. It is targeted specifically towards improving healthcare through innovative technology in radiology within the Indian context.

Hyderabad, Telangana, India

India

As a contractor at Instabase, I have worked on multiple projects focused on document processing and information extraction using Deep learning models and LLMs. Responsibilities included understanding client needs, solution design, and implementing end to end solution on the Instabase platform. Techniques like Prompt Engineering, LLMs, Model training, data annotation and OCR were utilized. Projects involved diverse tasks such as classifying documents, refining extracted data, and validating outputs. Each project aimed to streamline processes by efficiently extracting and structuring data from various document types, contributing to increased automation and productivity.

Hyderabad, Telangana

Hyderabad Area, India

Leading a team of engineers and content curators on multiple tasks ranging from Web Scraping, Data Extraction, Pre Processing, Machine / Deep Learning assisted Text & Image Classification tasks.

Hyderabad Area, India

• Developed semi generic web scrapers using selenium with R and Python to collect the raw data from publicly available web sources.• Implemented multiple scripts to extract feature variables from the extracted data.• Collaborated with the team to build multiple machine learning techniques for classification using Random Forest, Boosting & Ensemble methods etc. • Helped in implementing a voting classifier to gain better classification rate from the top models.• Basic analysis on the data using bag of words approach to identify most commonly used word vectors and identify additional stop words for manual removal.• Used LDA to for topic identification.• Obtained the word associations and similarities using word2vec to group similar topics.• Identified document similarities using doc2vec to see similarities in the incident description.• Drafted a report on most reoccurring topics and most related documents.

Singapore

• Worked on feature extraction from unstructured XML files.• Designed a dashboard as part of POC for BD with market basket analysis, inventory forecast and Cross sell, upsell suggestions.• Presented the implementation to the client at the client location with good feedback.• Created a dashboard to visualise the data for HR analytics using simulated data with predicted employee churn probability scores.• Worked on creating mock data of Singapore IC numbers based on the IC algorithm.• Assisted the team on a project to propose locations to place speed cams based on the accidents records using Machine learning.• Helped in creating the project proposal documentation for multiple proposals.• Gained exposure to a lot of open source software implementations & analytics concepts during the project proposals.

Hyderābād Area, India

• Re-engineered script interface in current software to provide reliable logs that reduced the average debugging time by 50%. • Designed unit test cases and supervised the automation of test cases to ensure no errors due to the code changes. • Collaborated with HR team for walk in interviews to select new members for the project. • Conducted multiple knowledge transfer sessions which improved productivity of the team as reflected in the quarterly KPIs.

Hyderābād Area, India

• Gained working knowledge on hypervisors (XEN & VB), by prototyping the simulator for the Ericsson Smart service router. • Implemented more than 5 feature and fixed multiple bug for the SSR (Smart Service Router) emulator. • Coordinated the knowledge sharing sessions for 15 team members on monthly basis, resulting into improved team efficiency. • Presented to client on newly implemented features, hence ensuring improved usability and higher customer satisfaction. • Analysed the business requirement of the client to build new functionality in existing system. • Communicated with the clients and their customers in Stockholm on a daily basis to provide update and support on the issues. • Implemented part of the IPv6 (internet protocol) support feature and ensured the product delivery on time. • Automated around 50 test cases for the bug fixes to improve efficiency of the automated test environment. • Took initiative to Form a team of 5 software engineers to maintain the local lab environment of 10 test systems which reduced the downtime by around 15%. • Mentored new team members to get them on board regarding the project.

Master’S Degree, Information Technology

Masters Of IT In Business - ANALYTICS

Bachelor Of Technology - Btech, Computer Science

Bachelor’S Degree, Computer Science, 7.7

Worked as a volunteer in organising events, participated in charity events