Workflow Automation

From CatBoost training to FastAPI validation and a Streamlit front end, this repo shows the full path from ML experiment to a user-facing decision workflow.

How a Spring Boot backend turns reimbursement into a controlled sequence of states, approvals, and Stripe-backed payouts.

Inside a backend that blends sessions, JWTs, Socket.io signaling, and API aggregation into one collaborative finance stack.

A Django and React deep dive into a local exchange platform built around trust, reciprocity, and unusually specific resource models.

A FastAPI, React, and Supabase ATS that uses LLM extraction, JSON-only prompts, HttpOnly cookies, and fallback parsing to stay useful when the AI layer misbehaves.

A full-stack personal command center that turns messy career signals into structured data, wraps them in stateless auth, and hides the ugly parts of the stack behind a surprisingly polished UX.

A PowerShell-driven multi-strategy framework that allocates capital by risk, stress-tests edges with PSR and DSR, and keeps itself alive with crash-only automation.

A look at how this MERN-style project uses Clerk, Stripe, and Inngest to make booking feel reliable instead of fragile.

It does not just wrap notebook code in FastAPI. It statically infers dependencies, classifies cells, injects security, and generates the scaffolding for a production-facing API.

It does not just summarize requests. It turns vague client intent into structured requirements, tasks, and sprint-ready work through a type-safe planning pipeline.

FastAPI, React, and MongoDB are the surface. The real story is how ClinicFlow keeps identity, scheduling, and patient reminders from drifting out of sync.

A deep look at how AI-For-Bharat combines search, fallback generation, niche trend detection, and async video orchestration into one unusually pragmatic content engine.

A FastAPI and React stack that turns a personal job hunt into a secure, analytics-driven workflow with async data access, cached queries, and database-side stats.

Inside a teacher-first LMS workflow that turns raw model output into structured questions, auto-grades them, and feeds student mistakes back into analytics.

A Spring Boot proof of concept that treats offline payments as encrypted, store-and-forward instructions, then uses idempotent ingestion to prevent duplicate settlement.

A hybrid NLP pipeline that classifies player complaints, weighs community consensus, and surfaces the features a game team should fix first.

A small prototype hides a big idea: let users add any right, generate a scenario around it, and grade the answer on shades of moral judgment instead of right or wrong.

A rural-first governance platform that treats identity, documents, grievances, and staff routing as one connected system, not separate forms.

A deterministic Next.js system routes fans to the right guidance by zone, time, and accessibility needs, without guessing, hallucinating, or making people download a giant stadium app.

It reads a resume, a self-description, and a job post, then turns them into questions, skill gaps, and a study plan the backend can actually trust.

A full-stack EdTech platform that turns mentorship into a shared workspace, combining generative planning, real-time collaboration, and installable web app delivery.

A clean service layer, role-based access, and profile scoring turn a student internship portal into a surprisingly disciplined hiring workflow.

A Spring Boot and React project that turns checkout, returns, payments, and history into a tightly controlled system of state changes, not just a pile of endpoints.

Upload once. Then watch Celery, Redis, and SSE carry the document through staged extraction, progress updates, and human review without freezing the UI.

A small React and Express app shows the real challenge of AI products: not generating text, but forcing it into a schema a frontend can trust.

A digital twin, a hybrid anomaly engine, and a work-order schema turn machine telemetry into maintenance operations, not just prettier dashboards.

A full-stack Node.js reference architecture that turns one order into a durable event, a processed state change, and a real-time UI without losing the plot.

A Flask and vanilla JS travel system with atomic seat allocation, relational booking logic, and a ticket-counter UI that makes digital reservations feel physical.

A deep dive into a versioned workflow engine, AOP permission checks, and a database-driven admin stack built for complex enterprise operations.

A Next.js job hunt app where authentication creates the first board, drag-and-drop stays optimistic, and MongoDB order stays stable even as cards move between columns.

A Java 21 healthcare backend that routes auth through the gateway, hardens billing with gRPC, and pushes analytics through Kafka.

A Node.js background worker that pairs BullMQ and Redis with PostgreSQL shadow state, retries with jitter, and a replayable dead-letter queue.

A Spring Boot and React system that lets patients register from home, forces receptionist approval before queue entry, and sketches out a multi-hospital SaaS model.

A look at the gap-analysis engine that converts scattered skills into a specific learning plan, target roles, and a job-fit score.

A CSV, a workbook, and a handful of formulas turn a spreadsheet into a disciplined ETL and BI system. The interesting part is not the dashboard. It is the data model hiding behind it.

A small Flask app turns Indian tax slabs, deductions, and rebates into a decision engine that compares both regimes, explains the difference, and nudges you toward the better outcome.

A Spring Boot front end to trust, a Flask model server to swap, and a history trail that makes every prediction feel like a product, not a notebook.

A small SQL and Power BI project that turns recruitment into a measurable pipeline, with requirements, submissions, and recruiter activity all tied together in one lean data model.

A Django and React marketplace with two AI jobs at once: personalized discovery and trust enforcement. The real story is the hybrid recommender and the BERT-based review classifier working together.

A small Flask and React stack uses row indexes, CSV mappings, and a simple UI parser to turn structured user inputs into a ready-made fitness plan.

An open-source coach that blends knowledge tracing, topic dependencies, and fallback rules to recommend the next problem a programmer is actually ready to solve.

A Spring Boot healthcare app that links biometric input, compatibility rules, emergency override logic, and QR-verifiable PDF reports into one end-to-end blood bank workflow.

A solo developer used AI to build a macOS focus timer with ambience, and the result looks less like a productivity toy and more like a product system with real architectural intent.

A Node.js commerce API with Redis token blacklisting, transactional order logic, and stock locks that keep the cart honest when real users hit it at once.

A tiny developer tool that turns JSON into a working HTTP API with almost no setup, and shows why simplicity can beat feature-rich mock platforms when the clock is loud.

A phased Python and Power BI workflow that starts with raw orders, finds the discount threshold where margin collapses, and ends with a recovery plan the business can act on.

A MERN stack app that tracks applications, parses uploaded PDFs, and turns basic keyword frequency into a useful ATS lens.

A Django-backed incident engine that turns raw telemetry into governed severity, explainable escalation, and context-aware triage.