Utkarsh Singh

Experience

• 

  SolarMobil Manipal

  Mar 2017 - Mar 2019

  Electrical & Control Engineer
• 

  BHEL Hyderabad

  Dec 2018 - Jan 2019

  Former Trainee
• 

  C-DAC

  Jul 2021 - Jan 2022

  Project Intern

  -Developed a desktop app for image processing using Wxpython and Deep Learning.-Implemented Navier-Stokes equation using explicit Crank Nicolson method with Python.

• 

  Wipro

  Sept 2022 - now

  - Led research on AGI tools and Generative AI, showcasing proficiency in LangChain and Autogen.- Implemented Retrieval-Augmented Generation (RAG) framework to enhance information retrieval in enterprise systems, enabling efficient response generation based on user queries. Integrated retrieval-based methods with generative models to fetch accurate and contextually relevant results from large, domain-specific datasets. Improved the precision of query responses, leading to enhanced decision-making and productivity within the organization.- Developed a video-understanding pipeline that combined both visual and audio data to generate meaningful video summaries. Utilized VLMs for object detection and scene analysis, along with audio processing methods like speech-to-text and audio event recognition. This multimodal approach enabled the extraction of key insights from both visual content and spoken information, improving the accuracy and relevance of automated video summaries- Designed and implemented a multi-modal Retrieval-Augmented Generation (RAG) framework to fetch relevant information from both textual and visual modalities. The system integrated NLP-based retrieval mechanisms with computer vision techniques to handle multi-modal inputs, allowing the model to generate more accurate and contextually relevant results by cross-referencing both text and image/video data. Enhanced the model's capability to retrieve and generate responses by leveraging pre-trained vision-language models (e.g., Qwen 2 VL) and combining them with generative models (e.g., GPT, LLama 3, Qwen) for multi-modal question answering and information retrieval tasks Show less

  • Senior Software Engineer (Data Science)

    Oct 2023 - now

  • Software Engineer (Data Science)

    Sept 2022 - Oct 2023