Pankaj Rawat

Pankaj Rawat Email and Phone Number

Software Engineer ML @ Qualcomm
Chennai, TN, IN
Pankaj Rawat's Location
Chennai, Tamil Nadu, India, India
About Pankaj Rawat

Recent M.Tech. CS graduate at IIT Madras with focus on ML, Deep Learning, NLP, Diffusion and GNNs.I have 1.2 years of ML internships experience where I worked on challenging problems that bring real value for the bussiness. My focus has always been to solve on business needs and communication with stakeholders. I have been involved in full ML pipeline from idea formation to deployment.Experienced in working on diverse projects: - Graph Neural Network based IP Geolocation (TataCom)- NLP transliteration using LSTMs and Transformers (IIT M)- fine-tuning LLMs for creative text generation using QLORA - finetuning Stable Diffusion VAEs for custom generation and fast smaplers like LMS DDIM (Aristiun)- Graph RAG based chatbot creation for internal documents - implementing neural nets, gpt2, transformers and stable diffusion from scratch.Proficient in programming languages such as C, C++,and Python (done 600+ DSA and SQL questions on leetcode/GFG), and well-versed with ML frameworks like Pytorch, Tensorflow, and Anaconda. Experience with development technologies like GIT, FastAPI, Docker, AWS S3 and Sagemaker and AWS inferenece for model serving.I also have strong fundamentals in OS, Computer Architecture, DBMS, Compilers and Computer Networks, thanks to my preparation for GATE.I have also done NLP specialization and MLOps specialization from deeplearning.ai.Eager to contribute my skills and knowledge to innovative projects, while constantly learning and growing in the field of AI and ML. Open to new opportunities and collaborations. Feel free to connect!

Pankaj Rawat's Current Company Details
Qualcomm

Qualcomm

View
Software Engineer ML
Chennai, TN, IN
Website:
qualcomm.com
Employees:
48952
Pankaj Rawat Work Experience Details
  • Qualcomm
    Software Engineer Ml
    Qualcomm
    Chennai, Tn, In
  • Qualcomm
    Software Engineer
    Qualcomm Nov 2024 - Present
    Hyderabad, Telangana, India
  • Aristiun
    Ai Engineer
    Aristiun May 2024 - Jul 2024
    Netherlands
    - Developing interactive AI avatars using various opensource generative AI models like Llama (text), Stable Diffusion (text2image), whisper (text2voice) and control-net for poses, lyp-sync and facial expressions.- Responsibile for fine-tuning these models and building end to end pipelines with APIs (FastAPI) and it's deployment on cloud AWS/GCP with Docker and Serving instances like EC2.
  • Tata Communications
    Data Scientist
    Tata Communications Jun 2023 - May 2024
    Chennai, Tamil Nadu, India
    Worked on RAG-based proprietary QA assistant, enhancing employee productivity with accurate, real-time answers.• Used deep graph convoluted abstractions of document chunks with attention-based querying and retrieval.• Used documents chunks as graph nodes and their abstractions for message passing on cross-ref links, providing globalcontext. Graph Attention was used with query expansion for querying and re-ranked results for optimized retrieval.• Utilized Pytorch Geometric for graph manipulation, ChromaDB for storing embeddings and efficient retrieval,e5-mistral-7b-instruct as embedding model and Q-LORA fine-tuned llama-2-7b for answer generation.• Worked with the team on research, EDA, model development, and communication with stakeholders. UtilizedLlamaIndex, WandB and AWS sagemaker with contanerization (deploying llama API) for experimentation.
  • Indian Institute Of Technology, Madras
    Teaching Assistant
    Indian Institute Of Technology, Madras Jul 2022 - Apr 2024
    CS3300 - Compiler Design, winter 2022CS5691 - Pattern Recognition and Machine Learning( PRML ), summer 2023ID5055 - Foundations of Machine Learning, winter 2023CS5691 - PRML, summer 2024

Pankaj Rawat Education Details

Frequently Asked Questions about Pankaj Rawat

What company does Pankaj Rawat work for?

Pankaj Rawat works for Qualcomm

What is Pankaj Rawat's role at the current company?

Pankaj Rawat's current role is Software Engineer ML.

What schools did Pankaj Rawat attend?

Pankaj Rawat attended Indian Institute Of Technology, Madras, Thdc Ihet (Utu).

Who are Pankaj Rawat's colleagues?

Pankaj Rawat's colleagues are 張竣翔, Mikheil Kushashvili, Zhen Wang, Ravi Teja, Pramod T.s, Piyush Kumar, Raghavendra H R.

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