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| { | |
| "basics": { | |
| "name": "Peeush Agarwal", | |
| "label": "Staff Software Engineer (Machine Learning)", | |
| "email": "[email protected]", | |
| "phone": "+91 82377 28795", | |
| "location": { | |
| "city": "Pune", | |
| "region": "Maharashtra", | |
| "countryCode": "IN" | |
| }, | |
| "profiles": [ | |
| { | |
| "network": "LinkedIn", | |
| "username": "peeushagarwal", | |
| "url": "https://www.linkedin.com/in/peeushagarwal" | |
| } | |
| ], | |
| "summary": "Staff-level Software Engineer with 14+ years of experience in software development, architecture, and technical leadership. Proven track record in leading cross-functional teams, designing scalable distributed systems, and delivering end-to-end AI/ML solutions. Adept at driving engineering excellence, mentoring engineers, and collaborating with stakeholders to launch impactful products. Expertise in MLOps, cloud infrastructure, and building robust, maintainable software." | |
| }, | |
| "skills": [ | |
| { | |
| "name": "Machine Learning", | |
| "level": "Advanced", | |
| "keywords": [ | |
| "Deep Learning", | |
| "NLP", | |
| "Computer Vision", | |
| "MLOps", | |
| "Cloud platforms (Azure, AWS, GCP)", | |
| "Model Optimization", | |
| "Feature Engineering" | |
| ] | |
| }, | |
| { | |
| "name": "Technologies/Tools", | |
| "level": "Proficient", | |
| "keywords": [ | |
| "PyTorch", | |
| "TensorFlow", | |
| "Kafka", | |
| "Django", | |
| "Flask", | |
| "Jenkins", | |
| "Git", | |
| "Docker", | |
| "Kubernetes" | |
| ] | |
| }, | |
| { | |
| "name": "LLM Applications", | |
| "level": "Proficient", | |
| "keywords": [ | |
| "OpenAI", | |
| "HuggingFace", | |
| "LangChain", | |
| "Vector Store DBs" | |
| ] | |
| }, | |
| { | |
| "name": "Frameworks/Concepts", | |
| "level": "Proficient", | |
| "keywords": [ | |
| "Bayesian methods", | |
| "Hyperparameter Tuning", | |
| "Transfer Learning", | |
| "Transformers", | |
| "Generative AI" | |
| ] | |
| }, | |
| { | |
| "name": "Programming languages", | |
| "level": "Proficient", | |
| "keywords": ["Python", "C#", "SQL", "Golang"] | |
| }, | |
| { | |
| "name": "Leadership & Architecture", | |
| "level": "Advanced", | |
| "keywords": [ | |
| "Technical Leadership", | |
| "Software Architecture", | |
| "Distributed Systems", | |
| "Cross-functional Collaboration", | |
| "Mentoring & Coaching", | |
| "Code Reviews", | |
| "Project Roadmaps", | |
| "Stakeholder Management" | |
| ] | |
| } | |
| ], | |
| "work": [ | |
| { | |
| "name": "The Mosaic Company", | |
| "company": "The Mosaic Company", | |
| "position": "Senior ML Engineer", | |
| "startDate": "2025-01", | |
| "location": "Pune, IN", | |
| "summary": "Leading a cross-functional team of 4 (data scientists, data engineer, infrastructure) to deliver end-to-end AI/ML solutions. Responsible for technical direction, architecture, and ensuring engineering best practices.", | |
| "highlights": [ | |
| "Lead and mentored a team of 4, setting technical direction and fostering engineering excellence.", | |
| "Architected and delivered scalable ML solutions for tabular, computer vision, and NLP use cases.", | |
| "Collaborated with product, engineering, and infrastructure teams to define and execute project roadmaps.", | |
| "Reviewed feature designs and code, ensuring adherence to best practices and maintainability.", | |
| "Enabled efficient deployment and monitoring of ML models, reducing time-to-production by 30%." | |
| ] | |
| }, | |
| { | |
| "name": "Process Point Technologies (PPT)", | |
| "company": "Process Point Technologies (PPT)", | |
| "position": "Senior ML Engineer", | |
| "startDate": "2022-08", | |
| "endDate": "2025-01", | |
| "location": "Pune, IN", | |
| "summary": "PPT is a technical consultant company with expertise in AI, ML, DL, ERP domain. Led engineering initiatives for model deployment and infrastructure.", | |
| "highlights": [ | |
| "Developed and deployed a Golang-based Traffic Simulator API reducing inference time by 40%.", | |
| "Engineered and integrated MLOps pipeline in AzureML, cutting deployment time by 50%.", | |
| "Implemented MLOps pipelines for the Mine Vision System, integrating Computer Vision models into AzureML.", | |
| "Designed and implemented a PowerBI dashboard for microservices, providing comprehensive insights.", | |
| "Collaborated with cross-functional teams to deliver production-grade ML solutions." | |
| ] | |
| }, | |
| { | |
| "name": "Privacera (Freestone Infotech Pvt. Ltd.)", | |
| "company": "Privacera (Freestone Infotech Pvt. Ltd.)", | |
| "position": "Senior ML Engineer", | |
| "startDate": "2021-11", | |
| "endDate": "2022-08", | |
| "summary": "Privacera is into the data governance domain, based in US.", | |
| "highlights": [ | |
| "Utilized NER based spaCy model to identify entities within textual data and subsequently masked these entities which increased the performance by 35%", | |
| "Focused on utilizing a Medical NER model for entity recognition within the medical textual data to improve accuracy by 20%", | |
| "Constructed a feedback-driven pipeline for reassessing model-generated entities based on user feedback" | |
| ] | |
| }, | |
| { | |
| "name": "EuroForm A/S", | |
| "company": "EuroForm A/S", | |
| "position": "Senior Software Developer", | |
| "startDate": "2013-05", | |
| "endDate": "2021-11", | |
| "summary": "EuroForm provides Managed Print Services oriented solutions to its client-base worldwide. Led end-to-end ML model lifecycle and collaborated across teams.", | |
| "highlights": [ | |
| "Solved highly imbalanced datasets using novel clustering algorithms.", | |
| "Proposed and developed classification models to predict user actions and business outcomes.", | |
| "Supervised end-to-end ML model lifecycle from data collection to deployment and monitoring.", | |
| "Led cross-team initiatives to integrate ML models into cloud-based APIs.", | |
| "Expanded web portal APIs, increasing adoption by 10%." | |
| ] | |
| } | |
| ], | |
| "education": [ | |
| { | |
| "institution": "IIIT Bangalore & upGrad", | |
| "area": "Data Science", | |
| "studyType": "Post Graduate Diploma in Data Science", | |
| "startDate": "2017-12", | |
| "endDate": "2018-12", | |
| "location": "Bengaluru, IN" | |
| }, | |
| { | |
| "institution": "National Institute of Technology, Durgapur", | |
| "area": "Computer Science", | |
| "studyType": "B. Tech.", | |
| "startDate": "2007-07", | |
| "endDate": "2011-05", | |
| "location": "Durgapur, WB, IN", | |
| "gpa": "7.93" | |
| } | |
| ], | |
| "languages": [ | |
| { | |
| "language": "Python", | |
| "fluency": "Advanced" | |
| }, | |
| { | |
| "language": "Golang", | |
| "fluency": "Intermediate" | |
| } | |
| ], | |
| "interests": [], | |
| "projects": [], | |
| "volunteer": [], | |
| "publications": [], | |
| "awards": [], | |
| "references": [], | |
| "meta": { | |
| "theme": "onepage-plus" | |
| } | |
| } |
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