TensorFlow Certified ML Engineer | Engineer @ DPS, UnternehmerTUM 🔗 Portfolio
Hello! I'm Mann, a passionate machine learning engineer dedicated to transforming business and life challenges into optimization problems. With a strong focus on search engines, computer vision, edge deployment, and recommender systems, I build end-to-end AI products covering the entire software development lifecycle, including Frontend, Backend, AI, and MLOps.
- Research: Exploring advancements in deep learning, natural language processing, and computer vision.
- Technology: Innovating with cutting-edge frameworks and tools to create scalable and efficient solutions.
- Strengths: Problem-solving, iterative development, and cross-functional collaboration to achieve human-level performance.
- AI Research
- Open Source Contributions
- AI Consulting
- Community Building
Feel free to reach out via my social channels below!
Digital Product School, UnternehmerTUM, India · Remote
Samsung Display Noida, India · On-Site
LyfeLynk.in, Delhi, India · Remote
Develop4Good - Ashoka.org, Germany · Remote
🗓️ Released: March 2024
A full-stack, self-hostable automatic annotation platform. Generate segmentation and detection datasets with natural language prompts. Built as an open-source contributor at OpenCV CVAT.
🗓️ Released: January 2024
A full-stack application to summarize German texts. Fine-tuned the T5 text-to-text model on the mlsum-de dataset for summarization tasks.
🗓️ Released: November 2023
Stock portfolio recommendation system using real-time stock prices and historical analysis. Winner of the Industry Project Showcase.
🗓️ Released: January 2024
Complete implementation of the "An Image is Worth 16x16 Words" paper.
Technologies: PyTorch, Google Colab
🗓️ Released: December 2023
Created an offline RAG ChatBot that can answer in Sanskrit and discuss the values of the Gita.
Technologies: PyTorch, Transformers, Ollama, LangChain, Streamlit, Docker
- May 2024: Joined Develop4Good as a Student Engineer.
- February 2024: Started as Technical Project Manager at LyfeLynk.
- March 2024: Released Annotate Everything platform.
- January 2024: Launched Zusammenfassen summarization app.
- November 2023: Won Industry Project Showcase with Equifolio.ai.
