Projects

Things I'm building, shipping and announcing.

Open-source work, product features and announcements. Updates land here as they go out.

01
v0.1.0Open source

sshelf

A Go CLI that manages SSH profiles, keys and server connections behind one clean interface — so you stop hand-editing ~/.ssh/config. Handles multiple git identities, imported .pem keys, bastion hosts, agent sessions and encrypted backups.

GoCLISSHcobra
View on GitHub
02
Fintech

Payment integrations

Netbanking and UPI redirect flows, webhook handling and mandate management built end to end — with the failure paths (timeouts, retries, mismatched callbacks) handled, not just the happy path.

FastAPIPostgreSQLRazorpayWebhooks
03
Fintech

KYC & identity verification

Document verification and token-based auth flows for onboarding — designed security-first, with rate limiting, hardened auth and a strict content-security policy across the API surface.

FastAPIRedisAuthSecurity
04
AIOpen source

AI Voice-to-FIR Converter

Turns a spoken complaint into a structured First Information Report — Whisper transcribes the audio, Gemini drafts the FIR. Built to kill the paperwork without losing the details.

PythonWhisperGeminiSpeech-to-Text
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05
AIOpen source

Voice-to-Text Summarizer

Speak, get the gist. Whisper handles speech-to-text, Gemini condenses it, and Django serves the whole pipeline end to end.

DjangoWhisperGeminiPython
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06
RAGOpen source

Qwen RAG for Legal Queries

Legal-clause search that retrieves the right section, not a vibe — Qwen1.5 embeddings indexed in FAISS for fast similarity lookup over structured law data.

PythonQwenFAISSRAG
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07
LLMOpen source

Fine-Tuning Qwen1.5-0.5B

Fine-tuned Qwen1.5-0.5B on Indian legal acts and the penal code, formatted as JSON — a small model taught to speak statute.

PythonQwenFine-tuningLLM
View on GitHub
08
In progressOpen source

FastAPI hardening starter

A reusable FastAPI base I keep reaching for: CSP, auth hardening, rate limiting and sane defaults baked in, Dockerised and CI-ready from the first commit. Extracting it into something shareable.

FastAPIDockerCISecurity

Got a project that needs a careful backend?

ajmal.fayiz1016@gmail.com