Jishnu

About me

Hello! I’m Jishnu, a humble Machine Learning Engineer with a particular interest in Large Language Models and their applications. With a strong foundation in data engineering and cloud computing, I enjoy building systems that can learn and adapt from data to make intelligent decisions.

My journey in technology started with learning computational mechanics of fluids and thier simulations, and time has led me to specialize in realm of deep learning.

So, whether you're here to talk tech, debate the potential of AGI, or just check if I've mastered the art of opening beer with beer, feel free to reach out. Let's connect and create something extraordinary!

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Experience

Greple GmbH, Machine Learning Engineer

May 2021 - Present
- Engineered advanced NLP algorithms to extract critical knowledge from unstructured data, enhancing the company’s information retrieval capabilities using Graph learning.
- Architected a competency management recommendation system, utilizing AI to match individuals with job opportunities and skill development paths for career progression.
- Developed a predictive personality model based on the Big Five personality traits, accurately inferring personality facet values from textual input.
- Led the creation of sophisticated AI-powered chatbot services, integrating retrieval augmentation and internet lookup functionalities to provide contextually relevant responses.
Rokin GmbH, NLP Internship

April 2020 - March 2021
- Development of trend analysis workflows, integrating unsupervised machine learning techniques to predict market movements.
- Developed topic modeling strategies, extracting pivotal themes from textual data, significantly improving content categorization.
- implementation of advanced NLP techniques leveraging state-of-the-art models like BERT, RoBERTa, and XLNet to enhance text analysis capabilities.
Siemens Healthineers, Werkstudent in R&D

November 2018 - December 2019
- Engineered orchestration of highly available RabbitMQ clusters to bolster message-oriented middleware performance
- Mastered shell scripting to automate routine processes
- Piloted the transition from manual to automated web testing, utilizing deep neural networks to simulate and evaluate complex user interactions with high precision.