Dorna Vineeth

AI Researcher

United States3 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in developing generative models for healthcare.
  • Proficient in large language models and NLP techniques.
  • Strong background in open-source software development.
Stackforce AI infers this person is a skilled AI/ML professional with expertise in healthcare and semiconductor industries.

Contact

Skills

Core Skills

Generative Adversarial Networks (gans)Computer VisionOpen-source SoftwareLarge Language Models (llm)Generative AiDiffusionNlpNeural Language ModelsInformation RetrievalNatural Language Processing (nlp)Drug DiscoveryRecommender Systems

Other Skills

AlgorithmsArtificial Intelligence (AI)C++Data AnalysisDeep LearningDjangoEnglishGraphical ModelsHTMLHealthcareImage ProcessingJavaScriptMATLABMachine LearningMedical Records

About

Tech enthusiast who loves to learn by building. Currently cooking high quality data for ML training at Datology. Developed open-source tools for LLM unlearning, data programming, and built deployable products for e-commerce search & molecule discovery.

Experience

Datologyai

Member of Technical Staff

Jun 2025Present · 9 mos · Redwood City, California, United States · On-site

Kla

2 roles

Machine Learning Intern - Part Time

Sep 2024May 2025 · 8 mos · Milpitas, California, United States

  • Built Self-supervised pre-trained models for improving defect classification.

Machine Learning Intern

May 2024Aug 2024 · 3 mos · Milpitas, California, United States

  • Multi-modal unpaired Image Alignment using GANs.
  • Collaborated with cross functional engineering teams in solving the offset prediction problem.
AlgorithmsArtificial Intelligence (AI)Generative Adversarial Networks (GANs)Computer VisionSemiconductor IndustryDeep Learning

Carnegie mellon university

Graduate Student Researcher

Sep 2024May 2025 · 8 mos · Remote

  • • Developed Open Unlearning a unified, easily extensible repository for LLM unlearning, facilitating evaluation, training, and benchmarking. (https://github.com/locuslab/open-unlearning)
Open-Source SoftwareLarge Language Models (LLM)

Amazon

Graduate Student Researcher

Feb 2024May 2024 · 3 mos · United States · Remote

  • • Developed a research idea to enhance reasoning in small-scaled LLMs by guiding the model to generate plans and reason step by step.
Large Language Models (LLM)NLPResearch Skills

Molecule ai

Research Consultant

Sep 2023Jul 2024 · 10 mos · Delhi, India · Remote

  • Built a 3D diffusion-based generative model with optimized drug properties. [ICML 2024 Workshop]
  • Deployed the model on the Molecule AI platform.
Generative Adversarial Networks (GANs)Graphical ModelsDiffusionVariational Autoencoders (VAEs)Generative AI

University of massachusetts amherst

Graduate Researcher

Sep 2023Dec 2023 · 3 mos · Amherst, Massachusetts, United States · On-site

  • • BioNLP - Improvising ICD-Coding task using Generative Retrieval models on long-form health records.
Neural Language ModelsInformation RetrievalMedical Records

Knowdis data science

Data Scientist

Jul 2022Jul 2023 · 1 yr · Delhi, India

Natural Language Processing (NLP)Drug DiscoveryGenerative AINeural Search

Wadhwani ai

Associate Machine Learning Scientist - I

Jun 2022Jun 2022 · 0 mo

Indian institute of technology, bombay

Undergraduate Teaching Assistant

Aug 2021Dec 2021 · 4 mos

  • Teaching assistant for Digital Image Processing (Autumn 2021)

Adobe

Research Intern

May 2021Jul 2021 · 2 mos · Banglore

  • Enhanced sketch-based ideation with diverse, scene-aware object recommendations using transformers.
  • Extended the framework to low-fidelity UI/UX design, enhancing workflows with automated suggestions.

Epifi

Data Scientist

Dec 2020Jan 2021 · 1 mo · Bengaluru, Karnataka, India

  • • Improved customer experience by categorizing the issues they faced through calls.
Recommender Systems

Artha energy resources

Back End Developer

May 2020Jul 2020 · 2 mos · Hyderabad, Telangana, India

  • Developed many web crawlers to scrape data from energy monitoring portals using Django and REST.

Falkonry

Software Engineer

Dec 2019Dec 2019 · 0 mo · Mumbai, Maharashtra, India · On-site

  • • Worked on testing the company's web pages using Celery and Node.js

Education

University of Massachusetts Amherst

Master of Science - MS — Computer Science

Sep 2023May 2025

Indian Institute of Technology, Bombay

Bachelor of Technology - BTech — Computer Science

Jan 2018Jan 2022

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