Pranit Patil
I'm a builder who takes ideas to production — crafting clean UIs, scalable systems, and full-stack products, from user needs to production, I enjoy owning the entire stack.
About
I’m a builder who takes ideas to production — crafting clean UIs, scalable systems, and full-stack products, from user needs to production, I enjoy owning the entire stack.
- 2 years' experience
- Joined April 2026
Industry experience
- Software & Internet
Work experience
Built a multi-tenant credit risk analytics SaaS platform for financial institutions using Next.js, FastAPI, and PostgreSQL with LightGBM and Logistic Regression models for real-time default probability scoring; developed ML inference pipelines with SQLAlchemy ORM using tenant-scoped schemas, exposing REST APIs for data ingestion, batch scoring, and real-time model predictions; designed async batch processing with Redis queue workers for CSV/Excel portfolio analysis; implemented multi-tenant RBAC with JWT authentication and tenant-aware DB queries ensuring strict cross-org data isolation; architected production infra on AWS ECS Fargate, RDS, and Redis with automated CI/CD pipelines via GitHub Actions; built an AI-powered conversational analytics platform with Jupyter-style notebooks and E2B-powered sandboxed Python execution using Vercel AI SDK to stream executable code, charts, and insights from natural language queries.
Architected distributed backend pipelines using Node.js, Express.js, and PostgreSQL processing thousands of AI content jobs including summarization, document analysis, metadata extraction, and automated audio generation; developed an AI blog-to-podcast pipeline converting long-form blog articles into summarized scripts and synthesized audio content using TTS APIs and prompt engineering; built enterprise search modules enabling structured retrieval and analysis of company intelligence datasets across internal research platforms and knowledge indexing pipelines; optimized PostgreSQL queries and Redis caching layers for low-latency analytics; built Next.js and React dashboards visualizing relocation and demographic data across 30,000+ US ZIP codes; built data extraction and processing pipelines using prompt engineering and Pandas for structured Excel inputs; designed knowledge indexing pipelines for document ingestion and AI summarization workflows.
Designed and implemented POS dashboard interfaces using React and Tailwind CSS enabling retail operators to manage transactions, reporting workflows, and inventory; integrated Cashfree payment gateway APIs supporting merchant onboarding, payment verification, and transaction workflows; built automated transactional email notifications using Nodemailer for system alerts; integrated WhatsApp Cloud API enabling real-time operational notifications and business alerts for merchants, improving communication speed across payment and onboarding workflows.
Education
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