Ai Models Machine Learning

Vijay Chilaka

Sunnyvale, California, United States, 94089

408-***-**** # ********@****.*** ï linkedin.com/vijay-chilaka § github.com/cs17b008 Education

University Of California Santa Cruz 2022 – 2023

Masters in Natural Language Processing 3.18/4.00

Indian Institute of Technology Tirupati 2017 – 2021 Bachelors in Computer Science and Engineering 7.15/10.00 Relevant Coursework

• Natural language processing

• Artificial Intelligence

• Machine Learning

• Conversational Agents

• Deep Learning for Computer Vision

• Reinforcement Learning

Experience

Outlier(Dolphin) February 2024 - Present

Prompt Engineer(Domain Experts) Remote

• Applied advanced NLP techniques at Outlier (Scale AI) to enhance Generative AI models for factuality and context.

• Integrated theoretical and practical knowledge to train and evaluate Generative AI models, enhancing NLP skills.

• Improved multi-modal AI models (image, audio, and video-to-text), increasing accuracy and contextual understanding. University Of California,Santa Cruz July 2023 - December 2023 Reserach Assistant Califronia

• Enhanced prompts for text-to-image generation using reinforcement learning and few-shot models to optimize results.

• Employed the Llama-2-7b model and implemented fine-tuned iterations with metrics to ensure quality prompts.

• Applied PEFT with Prefix-Tuning on the 560M BLOOMZ model, enhancing training efficiency and overall enrichment. Projects

BRIEFLY Python, LLM, API July 2023

• Conceptualized and executed a project addressing information overload within the academic and research community.

• Integrated AI technologies (GPT and DALL-E APIs) for concise summaries and relevant images in research.

• Designed a cross-platform research article access app, incorporating ethical AI practices for transparency. Annotator Web Application Python, MongoDB, HTMl, CSS June 2021

• Developed a web platform for personalized auto-annotations, flexible model creation, and programmatic annotation.

• Employed LabelMe for manual annotations and effectively implemented MongoDB as a robust database solution.

• Created a responsive frontend using HTML, CSS, and JavaScript, significantly reducing bounce rates by twenty percent. Game-LSER Javascript, Unity3D March 2020

• Developed an interactive game to facilitate student learning and revision of fundamental software engineering concepts.

• Implemented complex game logic, including time tracking and score calculations, using JavaScript in Unity3D.

• Produced engaging game animations through Unity’s intuitive user interface, enhancing the overall gaming experience. Technical Skills

Languages: Python, Java, C, HTML/CSS, JavaScript, SQL Developer Tools: VS Code, Eclipse, Google Cloud Platform, Android Studio, Jupyter Notebook Technologies/Frameworks: Linux, GitHub, TensorFlow, PyTorch, Scikit-Learn, Keras, Pandas, NumPy, Matplotlib, Seaborn, NLTK, SpaCy, Flask, Django

Database Management:MongoDB, MySQL

Cloud Services:AWS, Google Cloud Storage

Publications

A Platform for Large Scale Auto Annotation of Scanned Documents Featuring Real-Time Model Building and Model Pooling

Komuravelli Prashanth, Boyalakuntla Kowndinya, Chilaka Vijay, et.al 6th International Conference on Computer Vision and Image Processing, CVIP 2021

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