Data Scientist with 8+ years of experience, currently pursuing an MS in Data Science at the University of Rochester (recognized as a "New Ivy League" by Kaplan/Newsweek in year 2007). PG Level advanced Certification in AI & MLOps from the Indian Institute of Science, India's #1 research institute.Driven growth and optimized costs for industry leaders including Apple, KPMG, EY, IBM, and HPE through data-driven strategies and ML solutions.Founder of TowardsMachineLearning.org, mentoring 1,100+ data enthusiasts.Technical Expertise:• Machine Learning & Deep Learning: From classic algorithms to advanced neural networks• NLP & LLMs: Proficient in BERT, Transformers, T5, GPT-3.5, Claude, etc. and RAG implementation• MLOps & Cloud: Experienced in orchestrating MLOps pipelines using tools and cloud services such as Docker, Kubernetes, Jenkins, MLflow, DAGsHub, DVC, Prometheus, Grafana, GitHub Actions, AWS (EC2, ECR, EKS, Lambda, SageMaker, etc.), Azure DevOps.• Big Data: Skilled in distributed computing frameworks like PySpark, DASK, NUMBA, Rapid, Ray, etc.Innovations & Leadership:• Filed 2 patents in RAG-powered learning systems and LLM-based product recommendations• Led cross-functional teams of 4-6 members, driving data-driven strategies for industry leaders including Apple, KPMG, Ernst & Young, IBM, and Hewlett-Packard Enterprise.I'm passionate about transforming data into actionable insights and solving complex challenges through innovation and collaboration. Let's connect to explore opportunities for mutual growth! Let's connect to explore opportunities for collaboration and growth.
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Data ScientistRel8Ed AnalyticsRochester, Ny, Us
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Research AssistantUniversity Of Rochester Aug 2024 - PresentNew York, United States Developed IntelliLex, a RAG-powered vocabulary acquisition system offering personalized word suggestions. Successfully deployed on AWS using GitHub Actions, Docker, Kubernetes, and services including ECR, S3, Lambda, etc. Improved solution accuracy by 20% and reduced execution time by 15% in the Tree-of-Thought framework for the Game of 24 datasets, conducting an ablation study across models like GPT-4, Mistral-7B, and Minerva-3B. -
FounderTowardsmachinelearning Aug 2019 - PresentBengaluru, Karnataka, IndiaFor those of you, who are wondering what TowardsMachineLearning.org is, it is an endeavor to connect people with Machine Learning & AI. It’s the platform that encourages people to learn about Machine Learning & AI & the mathematics behind it.TowardsMachineLearning.org provides a community-based knowledge portal for Analytics and Data Science professionals. -
Senior Data ScientistIbm Apr 2024 - Aug 2024Bangalore Urban, Karnataka, India• Led the Ideal Buyer Group project, conducting in-depth Exploratory Data Analysis (EDA): - Identified "Power Lifters" with a 30% engagement gap - Recommended additional roles for targeted outreach - Boosted lead nurturing effectiveness by 25% - Enhanced strategic engagement with C-suite influencersTechnologies used: Python, SQL, DASK, etc. -
Technical LeadVisionet Systems Inc. Sep 2020 - Jul 2022Bengaluru, Karnataka, IndiaLed cross-functional teams in developing and implementing innovative AI and machine learning solutions for high-profile clients:• Collaborated with Apple Inc. on CrowdPulse project: - Developed object detection model for customer in-out counts - Increased revenue by 15% - Utilized Python, Turi Bolt, and CI/CD Pipeline for robust deployment• Developed a Market-Mix Model for optimizing marketing budget allocation: - Increased revenue by 20% - Improved data-driven decision-making - Deployed on Azure ML with CI/CD via Azure DevOps and Jenkins; visualized in PowerBI• Created a Loan Approval Classifier model for Texas Lending: - Streamlined loan sanctioning process, reducing manual processing time by 85%• Developed Defy Photo Shield Application for Defy Inc.: - Leveraged advanced object detection technologies to safeguard against accidental disclosure of confidential information - Reduced sensitive data loss by 80%Key technologies: Azure ML, Azure DevOps, Jenkins, PowerBI, Random Forest, XGBoost, RetinaNet, Flask, NVIDIA GPU, Python, Turi Bolt -
Senior Data ScientistEy Nov 2019 - Sep 2020Bengaluru, Karnataka, India• Developed an AI-powered Information Retrieval System for the Audit Team for automating Cash Tie-Out process for financial documents: - Reduced manual work and errors by over 95%, significantly boosting productivity and revenue - Utilized advanced computer vision (Faster-RCNN, YOLO) and NLP tools (Spacy, NLTK) for robust document processing• Spearheaded the creation of a Machine Learning-based workforce planning application for the HR Team, identifying organizational skill gaps and providing data-driven insights for strategic hiring decisions.Key technologies: Faster-RCNN, YOLO, Spacy, NLTK, Computer Vision, NLP -
Data ScientistKpmg Us Jun 2018 - Oct 2019Bengaluru Area, India• Led the SAM AI project with team 6 members, leveraging IBM Cloud's AI services: - Empowered senior executives to perform industry analysis 30% faster - Implemented Flask and RESTful APIs, boosting analysis accuracy by 25% - Enhanced informed decision-making across strategic initiatives• Developed a Semantic Search engine for the Marketing Team: - Improved team efficiency by 40%, enabling faster access to relevant content - Utilized NLP techniques (Word2Vec, POS tagging, NER) for accurate content retrieval - Streamlined research processes and decision-makingKey technologies: IBM Watson Assistant, Flask, RESTful APIs, NLP, Word2Vec, POS tagging, NER -
Data AnalystHewlett Packard Enterprise Jan 2016 - Jun 2018Bengaluru Area, India- Developed a Multi-Class Classification model for categorizing customer complaints, enabling proactive risk mitigation, enhancing product safety and boosting customer satisfaction by 30%- Utilized Alteryx to streamline healthcare data processing for Medisys: - Built ETL workflows that enhanced data accessibility by 40% - Integrated Tableau dashboards for real-time insights on key business KPIs, supporting data-driven decision-makingKey technologies Used: Multi-Class Classification, Alteryx, SQL, Tableau, Machine Learning.
Praveen Kumar Anwla Education Details
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Data Science
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Artificial Intelligence -
Electrical And Electronics Engineering
Frequently Asked Questions about Praveen Kumar Anwla
What company does Praveen Kumar Anwla work for?
Praveen Kumar Anwla works for Rel8ed Analytics
What is Praveen Kumar Anwla's role at the current company?
Praveen Kumar Anwla's current role is Data Scientist.
What schools did Praveen Kumar Anwla attend?
Praveen Kumar Anwla attended University Of Rochester, Indian Institute Of Science (Iisc), Cmr Institute Of Technology.
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Praveen Kumar Anwla
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