Abhishek Tripathi

AI Researcher

United Kingdom19 yrs 10 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Strong research experience in Machine Learning.
8 issued patents and 6 pending patents.
Well published in top AI and ML conferences.

Stackforce AI infers this person is a Machine Learning expert with significant experience in AI-driven solutions across Fintech and Tech industries.

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Skills

Core Skills

Machine LearningAi-driven InnovationNlp

Other Skills

AIAlgorithmsAnalytical solutionsArtificial IntelligenceBERTBioinformaticsBusiness innovationCollaborationComputational BiologyComputer VisionConceptualizationData FusionData fusionDocument CategorizationDocument Transaction Processing

About

Strong research experience in Machine Learning. Hands-on expertise in innovation of new products using Machine Learning - From conceptualization, algorithm design, implementation, PoC, customer pilot to the product. Collaborated with cross-function, cross-geography project teams, and led teams with multiple research scientists and engineers. Well published in top Machine Learning/Artificial Intelligence/Deep Learning conferences and journals. Have 8 issued patents and 6 pending patents. https://scholar.google.co.in/citations?hl=en&user=N269Bj0AAAAJ

Experience

Amazon

Applied Science Manager

Jun 2022 – Present · 3 yrs 9 mos

Managing a multidisciplinary team of scientists and engineers, delivering customer-focused solutions through strategic technical vision and AI-driven innovation. Collaboration with product teams and stakeholders to define and execute strategic road-maps. Key projects include:
Leading a collaborative effort to advance the UI code generation of the foundation model with a multidisciplinary team
Spearheaded the development and deployment of a multi content recommendation system utilizing Large Language Models (LLMs) and multi-agent architectures.
Improved Alexa's question-answering accuracy by developing and deploying multiple solutions utilizing BERT-based models, optimized for scalability and low latency

Machine LearningAI-driven innovationCollaborationTechnical vision

Perfios software solutions pvt. ltd.

Vice President, Head of AI

May 2020 – May 2022 · 2 yrs

Perfios is a B2B Saas Fintech Unicorn. I built and led a 25+ member AI team, comprising managers, scientists, engineers, product managers, and data specialists.
Delivered efficient and scalable solutions to problems such as extracting structured and unstructured information from scanned documents, medical fraud detection and decision-making solutions using advanced NLP and Computer Vision techniques (e.g., object detection, deep metric learning, graph learning, multi-modal transformer architecture).
This resulted in revenue growth by reducing turnaround time, lowering cost compared to 3rd party solutions for existing products, and the creation of new business offerings for customers.

NLPComputer VisionMachine LearningTeam leadership

Mcafee

Architect, Machine Learning

Feb 2018 – May 2020 · 2 yrs 3 mos

Worked towards transforming conventional network security solutions by introducing AI to detect advanced security threats in IoT devices across home networks. Led AI initiatives to deliver solutions protecting millions of devices across the globe.

AINetwork SecurityIoTMachine Learning

Envestnet | yodlee

Senior Scientist

Mar 2017 – Feb 2018 · 11 mos

Conceptualization of new products for wealth advisors at client and firm/enterprise levels, Delivery of innovative solutions, Mentoring team members

Product conceptualizationInnovative solutionsMentoringMachine Learning

Swiss re

AVP

Dec 2015 – Feb 2017 · 1 yr 2 mos · Bangalore

Business innovation for (Re)insurance industry, establish relationships with business divisions, delivering advanced analytical solutions using Machine Learning techniques to internal customers, support growth of data science team, providing technical mentorship

Business innovationAnalytical solutionsMachine Learning

Xerox innovation group

2 roles

Research Scientist

Promoted

Jan 2012 – Nov 2015 · 3 yrs 10 mos

Created innovative solutions starting with Ideation, Conceptualization, and PoC for various business domains such as public transport, banking and healthcare; Worked on new research problems with publications in the top Machine Learning/Deep Learning conferences; Led project teams of researchers and engineers; Built academic network for research collaborations and campus hiring

IdeationConceptualizationResearchMachine Learning