Pramod Vadiraja
Angestellt, Senior AI Research Engineer, Hyde Gmbh
Dresden, Deutschland
Über mich
Engineer with a Master's degree in Intelligent Systems from the University of Kaiserslautern, who is constantly amazed by how technology may be used to solve pressing problems.
Werdegang
Berufserfahrung von Pramod Vadiraja
Bis heute 1 Jahr und 1 Monat, seit Juni 2023
Senior AI Research Engineer
Hyde Gmbh
Product: Theta-Legal Generative AI based content generation system for the legal domain. -Fine-tuning of LLMs for content generation for legal firms, that is in-turn used for marketing purposes. -Prompt engineering for appropriately guiding the model for the expected outcome. -Develop generic web-scrapers, batched data preprocessing and cleaning pipelines using classical Machine Learning and NLP approaches. -Integrate Retrieval Augmented Generations (RAG) functionality by leveraging Vector databases.
Bis heute 2 Jahre und 7 Monate, seit Dez. 2021
NLP Research Engineer
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISSDC: -Develop and integrate Knowledge triple verbalization service using GPT-3 -Test, evaluate and integrate Entity based services such as KG Entity Disambiguation leveraging BART classifiers, entity and relation linking. Open-GPTX: - Research and develop a data framework that uses NLP and Machine Learning to manage, assess and categorize a document’s quality at scale. Technologies: Python, Pandas, Sci-Kit, PyTorch, Knowledge Graphs, GIT, Nlt-K, Docker
1 Jahr und 3 Monate, Sep. 2020 - Nov. 2021
Student Research Assistant
FIZ Karlsruhe – Leibniz-Institut für InformationsinfrastrukturProjects: Research project to translate natural language to RDF based Knowledge Graphs. -Leverage Natural language parsers, First Order Logic based parsers to construct KGs ReNewRS: Research project on the lines of Responsible AI to mitigate polarization effects in news recommender systems. -Develop web based crawlers to crawl German wide news portals and expose the framework as a modular service. Technologies: Python, RDF, Docker, nltk, Scrapy, Spacy, Fast API
1 Jahr und 2 Monate, Juli 2019 - Aug. 2020
Junior Researcher
AWS Institut für digitale Produkte und ProzesseProject: Preventive QA A work that ensures product failures are detected and eliminated early-on at the stage of production before it reaches the customer. -Research and develop a framework for defect isolation in images of fabrics leveraging image processing and deep learning techniques to formulate the problem as a Anomaly detection in an unsupervised setting. Technologies: Python, TensorFlow and PyTorch, Pandas, Open-CV, Flask
3 Monate, Juni 2018 - Aug. 2018
Freelance Developer
Nirathisayam
Nirathisayam is a boutique business in the custom framing and gifting space. - Developed a web-based order management system with CRM features. Technologies used: PHP, JavaScript, SQL, JQuery.
Sprinklr is a CRM platform that enables brands engagement with customers across Social channels - Develop REST APIs that deliver customized data, aggregated from multiple data stores (MySQL, ES, MongoDB) within the platform. -Develop middle-wares to enable third-party integrations with the Sprinklr platform. - Migrate legacy Perl scripts to class models and assist the newly joined members. Technologies: Java, Spring MVC, Pandas, beautifulsoup/jsoup, MongoDB, ElasticSearch, SQL
5 Monate, Jan. 2015 - Mai 2015
Software Development Intern
Aptus Data Labs
- Developed a web-crawler framework for providing insights about Job postings based on location, skills, and other metrics. The data was processed, and structured in the Hadoop environment. - Integrated visual analytics for deriving insights. - Technologies used - Java, HDFS, HiveQL, JavaScript.
Ausbildung von Pramod Vadiraja
3 Jahre und 2 Monate, Okt. 2018 - Nov. 2021
Computer Science
TU Kaiserslautern
Intelligent Systems Data Visualisations
Sprachen
Englisch
Fließend
Deutsch
Grundlagen