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Shivam Singhal is listed as Lead Product Engineer at UnifyApps, based in Delhi, India. AeroLeads shows a matched LinkedIn profile for Shivam Singhal.
Shivam Singhal previously worked as Product Engineer at Sprinklr and Solution Engineering Intern at Instabase. Shivam Singhal holds Bachelor Of Technology - Btech, Computer Engineering, 9.29 from Delhi Technological University (Formerly Dce).
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I am a passionate and results-driven AI and Machine Learning Engineer with extensive experience in developing and deploying cutting-edge technologies across various domains. My expertise spans Large Language Models (LLMs), Multimodal Retrieval-Augmented Generation (RAG), Text-to-Speech (TTS), Voice Cloning, Image and Video Generation, Automatic Speech Recognition (ASR), Media Insights, and MLOps. I thrive on solving complex problems and delivering high-quality solutions that meet diverse client needs.- MLOps and Machine Learning Deployment: Expertise in deploying machine learning models using MLOps practices, ensuring seamless integration and continuous delivery. Proficient in using Kubernetes for orchestrating containerized applications, enhancing scalability and reliability.- Text-to-Speech (TTS): Successfully trained and deployed TTS systems serving 10+ clients (Live and POC) like HDFC, GTA, Air Arabia, and more, covering multiple languages including all Indian languages, Arabic, German, and Thai.- Voice Cloning: Developed high-quality voice cloning models using VITS architecture, capable of cloning voices with just 1-2 minutes of data. Delivered personalized voice solutions for notable individuals such as Sprinklr CEO Ragy Thomas and Rohit Sharma.- Image and Video Generation: Implemented innovative features for advertisement and marketing, such as Generative ReColor and Background Replacement. Experimented with advanced text-to-video models and developed superior techniques for lip-sync and video generation.- Automatic Speech Recognition (ASR): Enhanced ASR systems by improving CTC Decoder functionality, leading to significant efficiency and accuracy gains.- Media Insights: Worked on Media Insights project, which clusters millions of documents from sources like Twitter, news articles, blogs, and more into coherent stories using advanced clustering algorithms. This involves leveraging vector databases to store and retrieve high-dimensional data efficiently.- Optimization and Benchmarking: Implemented Machine Learning optimization frameworks, achieving substantial improvements in performance and cost savings. Conducted benchmarking and performance testing for various machine learning models on cloud platforms.- Research and Continuous Learning: Committed to staying at the forefront of AI research, continuously incorporating state-of-the-art techniques into product development.Let's connect and explore how we can collaborate to create cutting-edge technologies that make a difference.
Listed skills include Npm, Laravel, Algorithms, Chemistry, and 20 others.
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Gurugram, Haryana, India
• Developed Multimodal Retrieval-Augmented Generation (RAG) system integrating text, image, and audio indices.• Developed a Text-to-SQL Data Analysis Copilot for seamless data analysis.• Designed a scalable Face Recognition application for Jubilant, handling 50,000 users in 5 minutes.• Architect an automated fine-tuning framework using LoRA for Large Language Models (LLMs).
Gurugram, Haryana, India
Developed and deployed advanced technologies across various domains. My work spans Text-to-Speech (TTS), Voice Cloning, Image and Video Generation, Automatic Speech Recognition (ASR), and Media Insights.In TTS, I have successfully trained and deployed systems for clients like HDFC, GTA, Air Arabia, and more, covering multiple languages including all Indian languages, Arabic, German, and Thai. I also identified cost-saving opportunities by implementing multilingual TTS, saving approximately $2300.My expertise in Voice Cloning includes experimenting with the VITS architecture to achieve high-quality cloning with minimal data. I have cloned voices for notable individuals like our CEO Ragy Thomas and popular Indian Cricketer Rohit Sharma.In Image Generation, I proposed innovative features such as Generative ReColor and Background Replacement, enhancing marketing and advertising efforts. For Video Generation, I experimented with models like VideoCrafter and CogVideo, and developed a technique combining T2I (DALLE-3) and T2V (RunwayML) for superior results.I enhanced ASR systems by improving the CTC Decoder, leading to an 8x efficiency boost, and resolved critical issues like segmentation faults and memory leaks in C++.For Media Insights, I implemented solutions for story deduplication and optimized Elastic Search queries, ensuring stability and performance. My efforts led to zero client escalations over the past year.I also proposed the Inferentia + Triton Framework, achieving a 36% improvement in performance, and saved $12000 through optimization.Additionally, I developed tools for better monitoring and debugging, conducted training sessions, and continuously incorporated the latest research into my work.
Bengaluru, Karnataka, India
- Developed an app which extracts key information using deep learning model from standardUS Tax Form W-3.- Worked on Software Development Life Cycle for Solution Engineering Team, which included Automated Testing Framework (Python Library), Automated Github Actions and more.
New Delhi Area, India
Involved in the development of official website (dtutimes.dtu.ac.in) and Mobile Application of (DTU Times).
Gurugram, Haryana, India
• Developed a Feedback Service which includes training pipeline that loads, preprocess andtrain the wrong predicted data.• Added a component in inference pipeline that loads the feedback model, predict the outputand override the result based on cosine score.
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Shivam Singhal works for UnifyApps.
Shivam Singhal is listed as Lead Product Engineer at UnifyApps.
Shivam Singhal is based in Delhi, India while working with UnifyApps.
Shivam Singhal has worked for Unifyapps, Sprinklr, Instabase, Dtu Times, and Geeksforgeeks.
You can use AeroLeads to view verified contact signals for Shivam Singhal at UnifyApps, including work email, phone, and LinkedIn data when available.
Shivam Singhal holds Bachelor Of Technology - Btech, Computer Engineering, 9.29 from Delhi Technological University (Formerly Dce).
Shivam Singhal is listed with skills including Npm, Laravel, Algorithms, Chemistry, Node.Js, Mongodb, Microsoft Powerpoint, and Lamp.
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