Ashutosh Malaviya Email and Phone Number
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With over two decades of experience in machine learning engineering, software applications development, and computer vision, I am a seasoned technology leader who excels in delivering value-driven, world-class solutions across various industries. I have a proven track record of leading cross-functional teams, overseeing product quality and performance, and driving innovation and customer satisfaction.Currently, I am the head of engineering and AI at Q, a stealth startup that is on a mission to empower individuals with cognitive and speech disabilities by creating a user-centric and humanistic software solution fueled by AI models. I am also an advisor at another stealth startup that uses transformer models like GPT, Claude, and LLama to build AI and software solutions for the GovTech sector. In both roles, I leverage my expertise in SaaS, ML, and analytics to optimize model accuracy, size, latency, and costs, as well as to ensure explainability, compliance, observability, security, and ethics. I am passionate about using technology to solve real-world problems and make a positive impact on society.
Pearson
View- Website:
- pearson.com
- Employees:
- 10
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Higher Ed Ai And Innovations Lab ManagerPearson Jun 2024 - PresentLondon, Gb
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Head Of Engineering And AiStealth Startup In Artificial Intelligence Jul 2023 - Jun 2024Transforming Communication Through AI Solutions 🌐Imagine a world where communication empowers, not disempowers. At Q we are on a mission to realize this vision by creating a user-centric and humanistic software solution dedicated to addressing the communication challenges faced by individuals with cognitive and speech disabilities. Our comprehensive toolkit, fueled by AI models, a community of subject matter experts committed to success, aims to bridge gaps in speech, memory and cognition caused by conditions such as aphasia, dementia, alzheimer and many other reasons.
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AdvisorStealth Startup In Govtech Jun 2023 - Jun 2024Currently directing AI and software for a stealth mode startup using transformer models like GPT, Claude and LLama.- Fine-tuning foundation models on proprietary data using methods like PERF and LoRA for 70% higher task accuracy.- Built Question Answer systems using Retrieval Augmented Generation with vector databases like Pinecone for semantic search.- Reduced model size by 60% using quantization and pruning while preserving accuracy.- Optimized latency and costs by deploying models on AWS- Developed MLOps pipeline for explainability using LIME, concept drift detection, bias testing and recursive feedback loops. - Created vector embeddings of customer data using sentence transformers like SentenceBERT.- Built hybrid search combining transformer scoring with efficient vector similarity ranking using cosine and Euclidean distance.
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Head Of Artificial IntelligenceStealth Startup Jun 2023 - Jun 2024Mountain View, Wy, Us -
Head Of Ai/Ml EngineeringMovable Ink Mar 2020 - Dec 2022New York, Ny, UsCreated Movable Ink’s AI and Data Science based product suite Da Vinci. Da Vinci personalizes visual experiences across email and mobile to improve customer engagement and transform marketing by increasing the conversion accuracy. Built a team of ML engineers and data scientists to design, develop and deploy ML Models (ensemble of HGBoost, Bayesian, Clustering), large scale data pipelines, and data analytics for large enterprise clients.Created an AI Roadmap for Da Vinci Artificial Intelligence-based product suite delivering personalized, automated emails for Retail, Travel, and other verticals.Designed and architected image and campaign feature pipelines for personalized email marketing using Multi-layout modeling and message contextualization techniques. Developed computer vision and NLP-based propensity scores for creative recommendations.Successfully migrated the Da Vinci ML Cloud Infrastructure from AWS to GCP utilizing cloud tools - EMR, DataProc, S3, DCS, Redshift, BigQuery, Vertex AI, and Sagemaker.Accomplished the Analytics Due Diligence for acquiring startup Coherent Path in Jan 2022 and integrated the teams to fortify technical and business relationships.Architected and developed the creative insights and recommendation engine platform for more than 700 enterprise clients including the world's most valuable brands like Amazon and Hilton using 10+M campaign images and 100+ billion email events and marketing campaign data. Mentored and motivated the team to extend their technical/soft skills and helped them map their career progression. Provided them continuous learning and development opportunities including awareness about the company’s core values of empathy, grit and innovation and Diversity, Equity and Inclusion in the workplace. -
Head Of EngineeringSmartzip 2008 - 2019Sarasota, Fl, UsFounded an industry-leading predictive marketing solutions company for real estate and related industries which achieved $25M in ARR. Instrumental in SmartZip’s acquisition by Constellation Software (TX:CSU) in 2019. Developed a first of its kind analytics and ML-driven SaaS platform for targeted real estate marketing. The platform was used by thousands of realtors, brokerages and mortgage lenders, utilizing Smart CRM and automated marketing with Google AdWords/Facebook Ads and by direct mail.Created a predictive real estate transaction propensity model named SmartTargeting for 120M+ homes in the US. Created a robust patent-pending set of real estate data products such as: nationwide hierarchical home price model - home price AVM, rental AVM, Neighborhood Price Index and predictive models for 35,000 neighborhoods and 120M homes used by leading real estate portals, lenders, and brokerages. Built a consistent, high scale, reliable, and maintainable data pipeline to process millions of housing data ingested daily into S3/RDS/Redshift using EMR.Created a Direct Mail platform to automate the approval, pdf proof validation, and delivery of physical marketing materials using server-less / Lambda implementations.Architected and developed scalable solutions for a real-time AI-based recommendation notification framework, self-serve geo-spatial tool for real estate insights, reporting dashboards and internal applications used for configuration pricing and quoting. Built a team of over 100 engineers from the ground up, including software engineers, data scientists, and product managers.Helped over 20,000+ clients and 100+ enterprise clients in growing their real estate business while saving their marketing spend. Managed the acquisition and integration of the reputation management company Reach150 with SmartZip.Raised Venture Financing from leading VCs including Intel Capital, Claremont Creek, and Javelin Ventures. -
Machine Learning EngineerDetigo Systems 2004 - 2007Productized a computer vision-based enterprise security and industrial safety software. Created object recognition and tracking modules for improving the safety of logistics operations by automatically tracking various processes regularly. -
Machine Learning ResearcherFineye Corporation 2002 - 2004UsDeveloped ML based recommendation methodologies that rank available travel options by price, convenience and annual contracts. Awarded US Patent ‘Adaptive travel purchasing optimization system’ #US6477520. -
Scientist Of Yatra (Acquired By Datalex)Datalex 1998 - 2001Dublin, IeCo-founded and directed research and development of corporate travel management software. Developed complex methodologies that rank available travel options by price and convenience. Major participant in the design of a new travel management solution called ‘Cognizer’ that was integrated with existing travel technologies. Awarded US Patent ‘Adaptive travel purchasing optimization system’ #US6477520. Yatra was acquired by Datalex in 2001. -
Research ScientistFraunhofer Institute For Algorithms And Scientific Computing 1992 - 1997Oversaw research on document analysis and recognition systems for office automation. Managed a German government funded document analysis project called ‘READ’ and published a pair of books along with widely cited research papers.
Ashutosh Malaviya Skills
Ashutosh Malaviya Education Details
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Indian Institute Of Technology, RoorkeeElectrical Engineering -
Technische Universität BerlinComputer Science
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Technische Universität BerlinElectrical Engineering
Frequently Asked Questions about Ashutosh Malaviya
What company does Ashutosh Malaviya work for?
Ashutosh Malaviya works for Pearson
What is Ashutosh Malaviya's role at the current company?
Ashutosh Malaviya's current role is Manager of AI and Innovation Lab at Pearson Higher Ed.
What is Ashutosh Malaviya's email address?
Ashutosh Malaviya's email address is as****@****zip.com
What is Ashutosh Malaviya's direct phone number?
Ashutosh Malaviya's direct phone number is +192521*****
What schools did Ashutosh Malaviya attend?
Ashutosh Malaviya attended Indian Institute Of Technology, Roorkee, Technische Universität Berlin, Technische Universität Berlin.
What skills is Ashutosh Malaviya known for?
Ashutosh Malaviya has skills like Software Development, Analytics, Start Ups, Agile Methodologies, Data Mining, Enterprise Software, Cloud Computing, Machine Learning, Predictive Analytics, Software Engineering, Mobile Devices, Product Management.
Who are Ashutosh Malaviya's colleagues?
Ashutosh Malaviya's colleagues are Zainab Hamza, Karen Watkins, Jasmine Fdg, Alex Dennis, Tusshar Gambhir, Alain Belzil, 张诗琪.
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