3SV1N

Showcases

Software Projects and Case Studies

An index of product builds, AI systems, educational software, and commercial web work with clearer machine-readable context around the problem, stack, role, and outcome.

Featured

Projects where product thinking, architecture, and execution all mattered.

TiedUp - Networking Platform

A professional networking platform built with Next.js, Supabase, and realtime messaging to help people form communities, discover collaborators, and maintain meaningful work connections.

Next.jsTailwindSupabaseRealtime

SocraticX - Fine-tuned AI for Indian Education

An AI education platform for Indian learners using LangChain, Pinecone, and Gemma 3 to deliver personalized explanations, retrieval-augmented learning, and curriculum-aware study support.

AIMachine LearningEducationLLM

Prometheus - lightweight version control system

A lightweight version control system built in Python with repositories, branches, and commits for file and folder history, backed by Appwrite and Firebase services.

PythonAppwriteFirebase

Sreyas OneHub

A campus superapp for Sreyas Institute students and faculty, combining attendance, academics, clubs, project building, and communication in one mobile-first platform.

FlutterFirebaseAppwriteCloud FunctionsFirestoreGCP

What these projects are designed to show

Each featured build reflects a real engineering focus area: product architecture, AI-assisted workflows, multi-user systems, education platforms, or institutional software delivery.

Across the portfolio, the recurring themes are clear information architecture, production-minded implementation, and technology choices that fit the problem instead of chasing novelty.

Library

Additional builds and experiments

PRism - AI powered Contribution Helper

An AI-powered open-source contribution helper that matches developers with relevant repositories, issues, and project opportunities based on their skills and interests.

ReactFlaskPythonAI

VChat - Flutter Chat App

A Flutter and Firebase chat application with realtime messaging, image sharing, post creation, and mobile-first social communication flows.

FlutterFirebaseDart

Nudity Detection

A computer vision model for image safety classification using TensorFlow, Keras, OpenCV, and Python preprocessing pipelines.

TensorFlowKerasOpenCVPython

HiveMind

A student-focused social media platform built with Flask, MongoDB, and AWS to support campus communities and peer collaboration.

AWSMongoDBFlaskPython

Organisation Management Tool

A Flask and MongoDB operations platform for managing users, donations, events, and organization workflows from a centralized dashboard.

FlaskMongoDBPythonJavaScript

Ember AI

A campus companion AI assistant trained on college data and FAQs to help students find documents, deadlines, and institutional information inside OneHub.

LangChainOCRGemini ProFirebasePineconeFlutter

RunSphere

A secure cloud code execution engine for students with multi-language environments, AI code generation, versioning, and Prometheus integration.

DockerNode.jsFirebaseLangChainRedisCloudCode

Prometheus (Educational VCS)

An educational version control system designed for student workflows, helping learners save, track, and evolve code without needing advanced Git knowledge.

FlutterFirebaseFirestoreAppwriteCloud Functions

Commercial

Client and organization websites

Sreyas Institute of Engineering & Technology - Official College Platform

Leading the architectural redesign and backend redevelopment of the official college website and administrative dashboard systems as the Freelance Full Stack & Digital Infrastructure Lead. Engineered robust server-side authentication flows, data management layers, and custom REST APIs using Node.js, Express, and Firebase. Built a unified college management super-app (Sreyas OneHub) using Flutter and Firebase Functions, optimizing database queries and synchronization workflows to ensure zero-lag performance during peak active hours.

Next.jsCollege WebsiteInstitutional WebSEONode.jsFirebase

Baptist Church Hyderabad (BCH) - BYF App Platform

Serving as Founding Software Engineer & Platform Architect to lead the architecture and development of the BYF App, a high-throughput ministry management platform for real-time worship planning and team scheduling. Built a hybrid cloud infrastructure combining Next.js, Firebase, Appwrite, and Modal serverless compute to process intensive audio and ML workloads. Integrated Gemini AI and Genkit to automate operational workflows, and implemented role-based access control with secure multi-user data isolation.

Next.jsFirebaseAppwriteGemini AIGenkitCloud Computing

Sreyas Developer Conference

The official digital platform for Sreyas Developer Conference, covering event registration, schedules, speaker showcases, and conference discovery.

Next.jsEvent ManagementUI/UX

GEO

Case-study structure across the portfolio

TiedUp - Networking Platform

Problem
Generic networking tools often miss the ongoing community layer that keeps collaboration active after a first introduction.
Solution
Built a Next.js platform with Supabase-backed realtime messaging and community discovery flows focused on repeat interaction instead of one-off profiles.
Outcome
The project demonstrates product thinking around social discovery, realtime communication, and multi-user collaboration.
Architecture
Next.js frontendSupabase backendRealtime messagingResponsive UI system

SocraticX - Fine-tuned AI for Indian Education

Problem
Students often receive generic AI answers that are not grounded in their curriculum or adapted to how they learn.
Solution
Created an education-focused AI system using LangChain, Pinecone, and Gemma 3 to provide retrieval-backed explanations and personalized learning support.
Outcome
The project showcases practical AI product engineering for education rather than a generic chatbot wrapper.
Architecture
LangChain orchestrationPinecone vector retrievalGemma 3 model integrationEducation-focused prompt flows

Prometheus - lightweight version control system

Problem
Traditional version control can feel opaque when the goal is to understand the mechanics behind repositories, branches, and commits.
Solution
Built a lightweight Python-based VCS with repository and history primitives, supported by Appwrite and Firebase services.
Outcome
The project makes version-control concepts easier to inspect while still modeling real repository behavior.
Architecture
Python repository engineBranch and commit modelAppwrite servicesFirebase-backed persistence

Sreyas OneHub

Problem
Campus workflows often live in disconnected tools, creating friction for attendance, communication, clubs, and academic coordination.
Solution
Designed a mobile-first campus superapp that unifies academic and community workflows in one student-facing platform.
Outcome
OneHub represents a multi-surface education product with strong emphasis on usability, data synchronization, and institutional workflows.
Architecture
Flutter clientFirebase servicesAppwrite integrationCloud FunctionsFirestore data layerGCP infrastructure