P
Punam Pukale
About
Detail
California, United States
Résumé
Jobs
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Machine Learning ResearcherUniversity of the PacificJul 2024 - May 2025 (11 months)Scikit-learn NLP NLTK), Large Models Web Google Cloud Platform Firebase, Ngrok, REST GitHub API, MITRE CVE Feeds, Data Visualization, Security Risk Analysis • Designed an intelligent automation platform that continuously monitors, classifies, and visualizes global software release notes across thousands of components (GitHub API, MITRE CVE feeds, Wikipedia, Reddit). Utilized machine learning (SVM, Naive Bayes) and natural language processing (NLP) to prioritize updates based on impact, security risk, and dependency weight, reducing manual update tracking time by >80%s • Designed and deployed an AI-powered hazard analysis system ("Hat") integrating Android mobile application with FastAPI and Google Cloud Platform (GCP) backend to manage an- Senior Software DeveloperApexonJul 2022 - Apr 2023 (10 months)CloudWatch), OAuth HIPAA/GxP Compliance, CI/CD (GitHub Actions, CodePipeline), Airflow • Developed a responsive clinical oversight web application using React, TypeScript, TailwindCSS, and Redux-Saga, integrating Chart.js and D3.js for real-time visualization of study KPIs accelerating decision-making by 40% across global clinical teams. • Implemented OAuth 2.0-based Smart Data Access and granular RBAC, cutting unauthorized access by 15% and ensuring compliance with HIPAA/GxP data-protection standards. • Built RESTful APIs with NodeJS and Express microservices, streamlining JSON, data exchange and cutting redundant calls, reducing daily transmission by 18% and improving response time from 140 ms to 115 ms. • Developed PostgreSQL migrati
- Product DeveloperHexaware TechnologiesOct 2020 - Jun 2022 (1 year 9 months)React.js, TypeScript, Redux-Saga, RxJS, TailwindCSS, Node.js, Express.js, FastAPI, PostgreSQL, MySQL, GPT-4, Gemini 1.5, PyTorch, MLflow, AWS (EKS, S3, RDS, IAM, CloudWatch), Docker, Grafana, Prometheus, OAuth 2.0, JWT, CI/CD (GitHub Actions, CodePipeline), Jest • Optimized the React-based Advisor Portal, a key SaaS product within LV= Insurance's multi-portal ecosystem (home, car, and life policies), by introducing lazy loading, advanced state management, intelligent caching, and cross-browser compatibility, reducing module load times by 54 ms and enhancing user experience through reactive programming with RxJS resulting in smoother navigation and improved advisor productivity. • Delivered a Generative AI-powered enterprise knowledge assi
- PSoftware developerPrimal InfosysJul 2015 - Sep 2020 (5 years 3 months)React, JavaScript (ES6+), SCSS, • Upgraded a large web app and its web services from Angular to ReactJS(UI frameworks)with no downtime, and developed back end services including schema design and query optimization that boosted user engagement by 35% and reduced server downtime by 60%. • Delivered a fully WCAG 2.1-compliant, responsive web design across many browsers and mobile devices, increasing user satisfaction by 20% through semantic HTML, ARIA labels, and adaptive CSS, Grid/Flexbox layouts, Material UI.
Education
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- UMaster's in Computer ScienceUniversity of the Pacific StocktonAug 2023 - May 2025 (1 year 10 months)
Projects (professional or personal)
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- AAgentic Workflow-Driven FinTech Recommendation & Matching PlatformDeveloped end to end Web APP using React, Typescript and an agentic machine learning workflow using LangGraph, CrewAI, Weaviate, and HuggingFace to intelligently match startups, investors, and financial products based on distributed analytics, LLM reasoning, Fast API. Developed a Generative AI– powered SaaS platform leveraging OpenAI APIs for resume optimization, cover letter generation, and interview simulation. Designed scalable AI workflows within a Next.js stack featuring analytics and automation.
- 22.Interview AI