Saikiran Vajja
Machine Learning Engineer
Hyderabad
Summary
As an accomplished Machine Learning Engineer with nearly 3 years of experience in AI development, I bring expertise in deep learning, and machine learning, and a proven track record of understanding and meeting customer needs. Specializing in the NLP domain, I excel in researching requirements, building AI models from scratch, and deploying cutting-edge solutions. My proficiency includes Python, PyTorch, Docker, and Kubernetes. Eager to contribute my skills to a dynamic team and drive innovative AI projects for impactful client solutions
Overview
3
3
years of professional experience
2
2
Certifications
3
3
Languages
Work History
Machine Learning Engineer
MavQ/ MTX Group
Hyderabad
07.2021 - Current
- Studied, experimented and deployed sentiment analysis model on custom user data which stood ~10% more accurate than AWS and GCP Auto ML models on text classification.
- Developed document preprocessing skills like document rotation, and document cropping which are used across multiple client deployments and generated a couple of million dollars in revenue and counting.
- Engineered Named Entity Recognition model to suit customer requirements and deployed it into in-house call centre application. This model saves 7-8 seconds per interaction, translating to significant time savings for individuals. When applied at scale across teams or organizations, this efficiency boost facilitates a streamlined workflow, allowing professionals to allocate their time more strategically and enhancing overall productivity.
- I designed and deployed a semantic search model enabling call centre executives to efficiently retrieve articles, saving substantial time. By swiftly training, indexing, and deploying the model, professionals can quickly access relevant documents. Notably, the system allows deploying these APIs for a new client, handling 10,000 documents, in just 2 to 3 hours, ensuring rapid implementation and scalability.
- Revolutionized PII redaction through cutting-edge models, enhancing data privacy and security across structured databases, PDFs, and images. Reduced the risk of data breaches and regulatory non-compliance, leading to streamlined workflows and improved efficiency for clients.
QA Automation Engineer
Factset Systems India Pvt. Ltd.
Hyderabad
06.2017 - 07.2018
- Developed cost-effective automated test scripts, yielding millions in savings for the company. Documented testing procedures for developer reference and future testing needs. Played a pivotal role in bug resolution, providing a QA perspective and supporting developers in addressing ongoing challenges. Conducted thorough testing of new programs and updates, ensuring functionality and compatibility with existing applications.
Education
M.Tech - Data Science
Indian Institute of Technology Guwahati
Guwahati 07.2019 - 06.2021
B.Tech - Computer Science
MVSR Engineering College
Hyderabad 07.2013 - 06.2017
Skills
PyTorch, Numpy, Pandas
Python
Docker
Gitlab
Kubernetes
Flask
GCP
Jupyter Notebooks
Machine Learning
Certification
GCP professional Machine Learning Engineer
Timeline
GCP Professional Data Engineer
08-2023
GCP professional Machine Learning Engineer
07-2022
Machine Learning Engineer
MavQ/ MTX Group
07.2021 - Current
M.Tech - Data Science
Indian Institute of Technology Guwahati
07.2019 - 06.2021
QA Automation Engineer
Factset Systems India Pvt. Ltd.
06.2017 - 07.2018
B.Tech - Computer Science
MVSR Engineering College
07.2013 - 06.2017