Sanat B Singh Email & Phone Number

Hyderabad, Telangana, India

AI Engineer/Researcher at ETS GCC - FSL

Hyderabad, Telangana, India

Level: ConsultantData Scientist / ML Engineer (Role in Projects) working on CV, NLP, Edge AI & Generative AI Problems- Spearheaded end-to-end development of Generative AI (GenAI), Computer Vision (CV) and Natural Language Processing (NLP) projects, leading a small team.- Successfully tackled problem sets including Text Classification, Summarization, Q&A, Intent Classification, Object Detection & Classification, and Segmentation.- Specialized in fine-tuning and evaluating multiple open-source Language Models (LLMs) such as LlaMA 2 and Mixtral 8x7B using PEFT techniques like LoRA and QLoRA, while architecting comprehensive Generative AI solutions. Experience with Pre-training techniques like DAPT with Nemo, HF, and DeepSpeed.- Architecting comprehensive Generative AI solutions and integrating them effectively, eg - Knowledge Retrieval Q&A chatbots (RAG based), brochure generation systems (Automated Content Generation), and similar applications.- Owned the development, containerization, and deployment of solutions across AWS, Azure, DGX A100, and edge devices like Jetson AGX Orin, ensuring versatile and efficient deployments.- Utilized frameworks and tools including PyTorch, Keras, HuggingFace, Nvidia NeMo, TensorRT, DeepStream, detectron2, FastAPI, Docker, and Kubernetes for streamlined development processes and enhanced project outcomes.- Collaborated closely with cross-functional teams for seamless integration of AI solutions into existing systems and workflows.- Conducted thorough testing and validation of models and applications to ensure high performance, accuracy, and reliability.- Maintained clear and concise documentation to facilitate ease of understanding and knowledge transfer among team members.- Stayed updated with the latest advancements in AI technologies, frameworks, and tools to deliver cutting-edge solutions.

Hyderabad, Telangana, India

Level: AnalystData Scientist / ML Engineer (Role in Projects) working on CV, NLP, Edge AI & Generative AI Problems- Successfully worked on multi-modal problems, such as Visual Question Answering (VQA) - benchmarking and fine-tuning the UNITER model to achieve state-of-the-art performance.- Applied NLP techniques to solve problems like Intent Slot Classification and developed Conversational Chatbots utilizing Nvidia Nemo for model development and Nvidia Riva for deployment.- Developed computer vision solutions like object detection and tracking for a retail stock replenishment/management system using PyTorch and Keras, integrating with SAP for seamless data management.- Ensured clear and concise communication of project objectives, methodologies, and results to stakeholders, avoiding technical jargon and industry-specific terms.- Maintained consistent formatting and tense usage throughout project descriptions, enhancing readability and professionalism.- Demonstrated a commitment to continuous learning and professional growth by staying updated with the latest advancements in data science, ML, and AI technologies.

(Virtually) Worked as a research intern (Deep Learning) under Dr. Hong Lin at the Department of Computer Science and Engineering Technology, University of Houston Downtown, USA.

Founded Zyik.Ml along with my friend & colleague Aayush kumar with an aim to provide AI based healthcare services all over the world. It started as a college project but now is a registered startup under Ministry of Micro, Small and Medium Enterprises - Government of India.Responsible for Deep Learning Model Development & Research, DevOps Pipeline.

Kiit, Bhubaneswar

Part of core team. Working as an instructor teaching Machine Learning. Konnexions is the official Web Development IT society of KIIT working under KSAC (KIIT Student Activity Centre) with aim to provide and foster professional advancement opportunities among individuals and provide a way to keep up with current technologies and trends.

Part of core team of Developer Student Club KIIT with Machine Learning as domain.DSC is a flagship program by Google for aspiring student developers.

Bachelor Of Technology - Btech, Computer Science

Activities and Societies: DSC KIIT, Konnexions, Koderunners

Computer Vision Nanodegree, Computer Vision