🚀 AI Enthusiast | Recent Masters Graduate in Information Technology | Aspiring AI Engineer/ Data Scientist
🎓 Graduated from University of Stuttgart, Germany
🌟 Passionate about building products using AI (specifically NLP, LLMs) in context of Industry 4.0
📚 Continously learning & motivated about technologies in Generative AI, foundational Models in the context of Multimodality.
⚡ Fun fact: coding vibes set by music 🎶
- Towards autonomous system: flexible modular production system enhanced with large language model agents
- MultiModal-RAG based ResearcherQA Bot:
- Gemini-Pro based Language and Vision models used with retrieved extracted pdf data(texts, tables & images)
- GitHub Repo w/ Demo Video
- Finetuned LLaMA2 on DockerNL commands:
- using PEFT on 4bit quantized loaded model
- GitHub Repo w/ Demo Video
- NewsShorts App:
- German news Machine Translated to English and Abstractive summarised in 60 words
- GitHub Repo w/ Demo Video
- Lecture Notes Generator App:
- BerTopic based topic-wise transcript generator with media control
- GitHub Repo w/ Demo Video
- Music Recommender App:
- Knowledge Graph based hybrid (content & collaborative Filtering) Recommender System
- GitHub Repo w/ Demo Video
- Job Assistant Chtabot:
- 🚧 work under progress
- personalised recommendation using custom trained NER based Resume parser model and analyser with ATS matcher with job postings from real-time job website.
- GitHub Repo w/ Demo Video
- Image Paragraph Generator:
- 🚧 work under progress
- Training CNN-LSTM model to generate paragraph caption based on the input image
- GitHub Repo
- Exploration of CNN models for fastinfernce on Resource constrained hardwares
- HOME IoT: Real-Time Liveness Based Face Recognition