Mar 2024 – Jul 2024 · 4 mos · Bengaluru, Karnataka, India · On-site

Aug 2023 – Dec 2023 · 4 mos · Bengaluru, Karnataka, India · Remote

• Developed and deployed a classifier model for Natural Language Understanding tailored to patent documents.
• Designed, modeled, trained, and deployed a deep learning model for summarizing patent documents, utilizing a dataset of 1.2 million training documents.
• Engineered a system to extract claims from specific patent numbers, classifying and assessing their similarity through cosine similarity metrics.
• Proficient in working with advanced language models such as BERT, sciBERT, patentBERT, GPT-3, Hugging Face, and Azure, enhancing the understanding and processing of patent-related text data.

Dec 2022 – Feb 2023 · 2 mos

• I am writing a blog on Machine Learning and Artificial Intelligence, discussing various case studies of how these technologies are being applied in different industries

Jan 2022 – Dec 2023 · 1 yr 11 mos · Hyderabad, Telangana, India · On-site

• NLP Specialist | Chatbot Development | Team Collaboration
• I am an NLP Specialist experienced in developing chatbot solutions. Currently, I am part of a collaborative team professionals focused on NLP-based projects. Our main objective is to create an advanced chatbot .

Jan 2022 – Jul 2023 · 1 yr 6 mos · Bengaluru, Karnataka, India · Remote

• During my tenure on Upwork, I have had the privilege of working with diverse clients and collaborating on various projects in the field of Predictive Analytics. My role primarily involved developing, reviewing, and deploying predictive models, as well as creating insightful visualizations to effectively communicate data-driven insights.
• One of my key responsibilities was processing large datasets and extracting relevant information from databases, aligning with specific business requirements. I actively engaged in Exploratory Data Analysis (EDA) and performed feature engineering to uncover correlations and dependencies among different features, contributing to a deeper understanding of the models' output.
• Furthermore, I excelled in developing effective project schemas, providing a clear roadmap for project execution and ensuring smooth progress. My expertise lies in utilizing Random Forest and Logistic Regression algorithms for model building, harnessing their capabilities to drive accurate predictions. I am also well-versed in the ARIMA model, leveraging its power in time series analysis and forecasting.
• A crucial aspect of my role was conducting root cause analysis to identify underlying factors contributing to business issues, and subsequently brainstorming innovative solutions. I actively collaborated with cross-functional teams, acting as the point of contact for external MLOps teams, and facilitating the MLOps process to ensure seamless integration and deployment of machine learning models.
• Overall, my experience on Upwork has equipped me with a strong foundation in predictive analytics, allowing me to deliver impactful solutions and drive business growth. I am enthusiastic about leveraging my skills and expertise to tackle complex challenges and contribute to the success of future projects.

Mar 2021 – Mar 2022 · 1 yr · India