Applied AI
RAG, agents, embeddings and practical LLM workflows
Available for meaningful work
I build software thatthinks with you.
Turning ideas into scalable software through full-stack engineering, applied AI, and thoughtful systems. I solve problems, ship fast, and keep learning every day.
CURRENT FOCUSApplied AIRAG / Agents / LLMs
Systems online
A/I
25.5941 N85.1376 E01 Selected work
Useful products,
built with intent.
A selection of AI experiments, privacy-first tools, and developer utilities built to turn complicated workflows into clear experiences.
AI product
Articulate AI
A local, private articulation coach helping users improve spoken English fluency, confidence, and spontaneity.
Retrieval augmented generation
Conversational RAG
A local conversational RAG system built from first principles to explore production-grade retrieval workflows.
LLM application
Cold Email Generator LLM
An AI-powered workflow for extracting job information and generating targeted cold emails.
Product engineering
PDF Gen React JS
A React PDF generator with an inbuilt editor for creating polished, printable documents.
Privacy-first data viewer
local.view
A private browser-based CSV and XLSX viewer that processes files locally in a Dedicated Web Worker without uploading them.
Privacy-first redaction tool
Veilmark
Veilmark is a local-first privacy redactor for images and PDFs. It allows users to redact sensitive information from documents and images without uploading them to a server, ensuring privacy and security.
AdminLens turns administrative documents into plain-English
AdminLens
AdminLens turns administrative documents into plain-English, evidence-backed action plans. It extracts actions, deadlines, payments, warnings, contacts, clarification questions, and an optional reply draft.
Network and API connectivity workbench
NetDoctor
Clarity at every layer. An on-demand network and API connectivity workbench built with Next.js. Diagnose DNS, TLS, HTTP, CORS, response headers, and IP connectivity in one evidence-backed report.
Production log analysis workbench
LogLens
Local-first production log analysis for files that are too large or too sensitive for ordinary tools. It extracts errors, warnings, and other insights from logs and presents them in a structured, searchable format.
Communication workspace
Paste-Ready
A calm, context-aware communication workspace that turns rough workplace text into ready-to-send writing for seven destinations: Email, Slack / Teams, Jira Ticket, RCA / Incident, GitHub Issue, Client Update, and Plain Professional.
Browser-based classroom application
Stillroom
A focused, browser-based classroom application.
A storybook-style 3D browser game
Momo's Magic Meadow
A storybook-style 3D browser game.
A soft, storybook 3D world for little explorers.
tiny-town
A soft, storybook 3D world for little explorers.
02 What I do
Engineering depth.
Product clarity.
Turning ideas into scalable software since October 2020. Skilled and familiar with JavaScript, Node, React, React Native, Angular, Golang, Python, Bash, Linux, SQL, MySQL, PostgreSQL, MongoDB, LangChain, LangGraph, vector databases, Docker, AWS, GCP, Kubernetes, and modern AI tools. I solve problems, ship fast, and keep learning every day, with a passion for creating impact through clean, thoughtful engineering.
Product engineering
Interfaces and APIs designed as one coherent system
Cloud systems
Containers, CI/CD and production-ready infrastructure
Data architecture
Relational, document and vector data stores
03 Experience
4+years turning
ideas into systems
ideas into systems
Current role
Software Engineer
Aug 2022 — Present
Hybrid
Hybrid
Valuefy Solutions Pvt Ltd
- 01Design and maintain frontend applications with React and Next.js and Angular, while building REST APIs in Node.js and Python.
- 02Containerise applications with Docker and orchestrate Kubernetes workloads, services, and rollouts.
- 03Build CI/CD pipelines with GitHub Actions and Jenkins to automate testing and deployments.
- 04Work across MySQL, PostgreSQL, and MongoDB for schema design, migrations, and performance tuning.
- 05Integrate Generative AI components including prompting, embeddings, and vector stores into product workflows.
04 Toolkit
Tools change.
Good thinking scales.
01
AI & Data
Python / RAG / LLM Applications / Data Engineering
02
Backend
Node.js / Express / NestJS / Go / LoopBack 4
03
Frontend
React / Next.js / React Native / Angular / Tailwind CSS
04
Mobile
React Native
05
Cloud & DevOps
AWS / GCP / Docker / Kubernetes / AWS Lambda / Firebase
06
Systems & Data
MongoDB / PostgreSQL / MySQL / SQL / Vector Databases / Microservices
07
AI Workflows
LangChain / LangGraph / RAG / LLM Applications / AI Tooling
08
Foundations
JavaScript / Golang / Python / Bash / Linux
05 Get in touch
Let's make something
worth using.
Have a product idea, a difficult engineering problem, or an ambitious AI workflow? I'd like to hear about it.
aliimranadil2@gmail.com