mohammedali sunasara
I build AI systems that turn your data into answers
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mohammedali is ready for their next project!
Pulse is a full-stack, self-hosted music streaming platform with a built-in AI DJ that adapts to how you're actually listening — not just what you've played before.
The AI DJ uses a session-aware, deterministic recommendation engine to queue tracks based on real-time listening context (mood, pacing, skip patterns), rather than static playlists. Streaming is powered by a custom YouTube integration, so users get a huge library without needing paid licensing infrastructure.
Built as a cross-platform client (TypeScript, Expo) so it runs on mobile and web from one codebase, with a self-hosted backend giving users full control over their own music library and data — no reliance on third-party streaming services.
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Enterprise Knowledge Intelligence Platform is an AI-powered solution designed to help organizations securely centralize, manage, search, and analyze enterprise knowledge across documents, policies, contracts, manuals, and business records. The platform leverages an advanced Retrieval-Augmented Generation (RAG) architecture that combines semantic search, hybrid retrieval, query rewriting, re-ranking, knowledge graphs, and AI-powered assistants to deliver accurate, context-aware answers with source citations.
Built with an offline-first approach, the system minimizes operational costs while ensuring enterprise-grade security, privacy, and scalability. The platform processes documents through extraction, cleaning, metadata enrichment, smart chunking, embedding generation, and vector indexing to create a searchable knowledge base. During retrieval, it utilizes hybrid search (Vector + BM25), metadata filtering, cross-encoder re-ranking, and intelligent context building to maximize answer quality.
The solution includes document management, collections, knowledge graph visualization, governance controls, analytics dashboards, and AI-driven search experiences. Developed using FastAPI, Python, MongoDB, ChromaDB, BGE Embeddings, BGE-Reranker, Qwen 3, Elasticsearch, React, and Tailwind CSS, the platform enables faster knowledge discovery, reduces AI inference costs through intelligent model routing, and empowers teams to make informed decisions using trusted organizational knowledge.
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LedgerFlow — Bank-to-Tally Integration Platform for Accountants
LedgerFlow automates the most tedious part of bookkeeping: getting bank statement data into Tally Prime. Accountants import a bank statement (CSV/Excel), the platform parses and normalizes transactions, auto-detects voucher type (Payment/Receipt) from debit/credit, and applies saved ledger-mapping rules to previously-seen transactions — then pushes vouchers directly into a running Tally instance with one click. No manual data entry, no XML files, no CSV re-uploads.
Built as a Windows desktop app (not a hosted service) since Tally's HTTP gateway has no authentication — running locally keeps statement data on the accountant's machine and avoids exposing an open channel to their books over the internet.
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Rupix is an AI-powered business operations platform that helps organizations manage finances, payroll, workforce operations, and business performance from a single dashboard. Combining ledger management, expense tracking, employee administration, analytics, and an intelligent AI assistant, Rupix delivers real-time insights, automates routine processes, and enables data-driven decision-making for growing businesses.
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