Siddharth Tandon

About Siddharth Tandon

AI/ML Specialist with 13+ years of experience driving machine learning solutions from concept to production across diverse industries. Proven ability to lead teams, innovate, and deliver impactful business results. Expertise in deep learning, data valuation, and explainable AI, with a passion for solving complex challenges and contributing to strategic decision-making.Currently at Google, I\'m focused on generative AI, data valuation, and large language models. My background includes architecting and implementing AI/ML solutions at Microsoft and developing data warehouses at MAQ Software. I hold an MTech from IIT, Hyderabad, and have published research in top conferences. Along with this, I am also helping customers on following - Defining the vision and strategy for Solutions- Product Strategy & Deployment focusing on enhancing customer experience- Leading Cross-functional team across complex business structures- Performance Optimizations/ enhancements to leverage latest technologies- Provide training to customers on various data technologies

Experience

1. Strategic Cloud Engineer - Ai

   Google

   Jun 2022 — Present · Hyderabad, IN

   Open Source & Asset Development: Published a distributed training and inferencing asset for Whisper models on GitHub. This solution leverages L4 GPUs and Zero-3 parallelism, incorporating profiling and quantization for internal use cases.Technical Leadership:Led the implementation of Nl2SQL (Natural Language to SQL) for customers using the ADK framework.Headed a team-wide program to enhance expertise in LLM fine-tuning (LoRA, QLoRA, Vertex AI), guiding over 10 pre-sales engagements.Lead and implemented multiple Generative AI solutions for various use cases, including Summarization and RAG.Research & Publications: Presented a poster at the Google Research Conference 2023 on \"Explicit content detection using large vision models with contrastive objective,\" which was also featured as a public case study.Infrastructure & Distributed Computing: Managed distributed training and inferencing of Large Language Models (LLMs) on TPU/GPU clusters using the Lingvo framework.AI Architecture:Architected end-to-end AI solutions for strategic enterprise customers.Built and deployed multiple agentic systems utilizing frameworks like LangChain and LangGraph.Specialized Expertise: Applied deep expertise in Data Valuation using the SHAP methodology.

Education

• Ajay Kumar Garg Engg.College

  Bachelor of Technology (B.Tech.), Computer Engineering

  2007 — 2011

• Indian Institute of Technology Hyderabad

  Master of Technology - MTech, Data Science

Skills

• Python
• Mdx
• Deep Learning
• Powerview
• Microsoft Office
• Tensorflow
• Microsoft Word
• Sql
• R
• Jquery
• Css
• Ssis
• Microsoft Isotope
• Web Services
• Ssas
• Javascript
• Html
• Microsoft Sql Server
• Open Xml
• Powerpoint
• Microsoft Excel
• C#
• Keras
• Iis