An end-to-end GenAI workspace for advocates

5 fellowship levels cleared

• Architected the whole of it — documents, clients, cases, teams and outreach in one workspace.
• n8n pipeline takes raw scans through OCR, cleanup and classification on a tracked status pipeline.
• RAG on Pinecone answers legal questions from the practice's own documents, not from model recall.
• HeyGen and ElevenLabs drive a live avatar acting as a legal assistant for junior practitioners.

Notes in, sketchnote or infographic out

4 models, each with one job

• One n8n pipeline, four models — each given a distinct job rather than one model asked to do everything.
• Gotenberg does the typography; the pipeline never tries to draw text itself.

Short-form video, four ways

4 modes

• Media work lives in its own renderer service — Gotenberg for type, ffmpeg only for motion.
• Publishing is deliberately human-gated: the pipeline prepares, a person releases.

Finds roles, scores them, and writes the application

18,100 lines of Python, zero third-party packages

• Scores every posting against my profile, then generates a resume tailored to that one JD.
• Deterministic ATS scoring across eight weighted factors — no model in the loop, so the number is reproducible.
• Remembers per-resume preferences, and serves this public page.

One chat surface, eleven models, three tiers

11 models answering

• Falls forward through free API models, then local ones, so an answer arrives even when a tier is down.
• Voice in and out, web search with an SSRF guard, and delete that is reversible by design.

Interview preparation that remembers what I got wrong

456 questions

• Twenty topics, with hints, model answers and my own notes held per question.

A study dashboard for the Bhagavad Gita

701 sloka summaries, 18 chapters

• Every sloka carries its speaker and listener, which is the context most translations drop.

A thirty-day run at the fundamentals

195 bank items

• Gamified across thirty days, with a Telegram drip so the day's set arrives without my opening anything.

The five-year climb, written down

Goals, gaps, practice

• Keeps the gap between where I am and where I said I would be visible rather than comfortable.

One box, every app above, one sign-in

DNS · TLS · routing · SSO · backups

• Traefik routes by hostname to containers by name — never by IP, because a recreated container takes its IP with it.
• One SSO cookie in front of every private app; certificates renew themselves; snapshots run before any housekeeping.

System, network, Docker and project health in one place

One page, four layers

• Answers the only question that matters at 2am: is anything exposed that should not be?

Agent sessions, across eight channels

8 channel plugins

• Telegram, Slack, Discord and five more in front of one agent runtime, with sessions that survive a restart.

VNX and VMAX in one platform, at EMC

Team of 20

• Combined two storage lines so customers stopped paying for and maintaining duplicate hardware.
• Built NAS features in Eiffel, Java and Perl, and ran release engineering while the team was still in start-up mode.

Tier-IV sustaining engineering for Cisco's contact-centre suite

~100 bugs fixed

• Sat between customers, QA and development on a Tier-IV support interface, and owned the bi-monthly CAD releases.
• Shipped the e-mail feature, presence synchronisation from WebAdmin, and the agent Work-NotReady/Ready states.

Cloud mobile-device management, as an intern at Fiberlink

Team of 10

• Extended existing MDM features onto additional device platforms from a single management portal.
• Worked across Java web services, the database layer and Spring.

An event-based approach to STM in Java

Team of 5

• Proposed an event-based approach to software transactional memory rather than the usual lock-free retry.
• Benchmarked it against DSTM2, Sun Microsystems' Java implementation.

How TCP variants behave on high-speed links

Published, IJCEIT

• Simulated TCP flavours against the RED active-queue-management scheme and compared them across network conditions.
• Found a configuration flaw in the simulation tool and reported it to its author at NEC Labs.

Ant-colony routing, measured against OSPF

Team of 4

• Implemented AntNet, an ant-colony routing algorithm from Marco Dorigo's work, in OMNeT++.
• Compared its convergence and path quality against OSPF on the same topologies.

Watching a swarm find the path, then re-find it

2D and 3D graphs

• Built large graphs in NetLogo and visualised ants converging on the shortest path.
• Rewired the mesh mid-run to watch the colony abandon its route and converge on the next one.

A column-oriented database, built from the data structures up

Team of 3

• Stored data as columns rather than records, with the full set of operations for persistent storage.
• Implemented the storage and indexing on stacks, binary search trees and hash tables written for it.

A physics engine for carrom, with magnets in the pieces

Team of 3

• Modelled collisions and magnetic attraction together, which changes every trajectory on the board.
• Built on an idea patented by the professor who set the course.

A book series, in writing

In progress

• Napoleon Hill read alongside the Gita, a short volume at a time. Being written now — the cover shown here is a placeholder, not the jacket.
• It grew out of the Gita dashboard further up this page: eighteen chapters and 701 sloka summaries, each carrying its speaker and listener.

Achieve your biggest goals by doing less

The yearly edition

• The one I refresh every year. Built on the Ivy Lee method: six things, in order, and number two waits until number one is finished.
• No app and no elaborate planner — a page you fill in by hand, which is the whole reason it survives contact with a real week.
• ISBN 9798902316398.

A sixty-day blueprint for anyone starting out

60 days

• The same century-old method as a sixty-day run — short enough to finish, which is the only thing a first journal has to be.
• Written for people who have never kept one and do not know where the first page starts.
• ISBN 9798902317203.

A goal tracker for the year

The 2025 edition

• The first of the series, published under Advaita Creations — a goal tracker inspired by the Ivy Lee method.
• Superseded by the yearly edition above, and still in print.
• ISBN 9798896326649.