Selected work
Defence AI, sensing,
and the systems in between.
An air-gapped LLM over defence technical archives, multi-sensor track fusion, vision inspection on a production line — alongside the HR, payroll and recruitment systems businesses run on. Client names are withheld where an NDA applies; the numbers are not.
-
Defence In delivery Air-gapped LLM assistant for a defence organisation
A retrieval assistant over decades of technical manuals, trial reports and maintenance logs — running entirely on-premises with no egress, and refusing to answer where it cannot cite a source.
Document lookup down from 40 minutes to under 2
- 95k+ documents indexed
- 0 bytes leaving the network
- 212/218 evaluation set passed
- Llama 3.1 70B
- vLLM
- pgvector
- FastAPI
- On-prem GPU
-
Defence In delivery Geospatial intelligence & track fusion
Wide-area imagery and multi-sensor feeds fused into a single moving picture — detection, tracking and replay across EO/IR and SAR sources on one timeline.
Five sensor feeds reconciled into one track picture
- 312 simultaneous tracks
- 820 ms fusion latency
- 0.31 m ground sample distance
- PyTorch
- GDAL
- Kafka
- PostGIS
- CesiumJS
-
Manufacturing Live since 2025 Computer vision quality inspection
Defect detection on a moving line, inferring at the edge rather than in a datacentre — 14 ms a frame on a Jetson, with every rejected part logged and reviewable.
Escaped defects down 94% against manual inspection
- 14 ms per frame, on device
- 18k units inspected a shift
- 94% fewer escaped defects
- PyTorch
- TensorRT
- Jetson Orin
- OpenCV
- MQTT
-
Human resources Live since 2024 HRM platform for a multi-site employer
One system for the whole employee lifecycle — onboarding, records, leave, shifts, appraisals and exit — replacing four disconnected tools and a great deal of email.
HR admin time down 62% across 9 sites
- 2,800 employees managed
- 62% less HR admin time
- 9 sites on one system
- React
- TypeScript
- Node.js
- PostgreSQL
- AWS
-
Professional services In delivery Employee management suite
Workforce management for a London consultancy, built mobile-first: offline timesheet capture for field staff, one-tap approval for managers, and right-to-work compliance throughout.
Timesheet approval cut from 3 days to same-day
- Same day timesheet approval
- Offline capture in the field
- GDPR compliant by design
- React Native
- Next.js
- PostgreSQL
- Azure
- Entra ID
-
Staffing In delivery Recruitment & applicant tracking
An applicant tracking system for a UK staffing firm — pipelines, semantic candidate matching, interview scheduling and client-facing shortlists, replacing a CRM it had outgrown.
Time-to-shortlist down from 9 days to 3
- 3 days to shortlist
- 12k candidates migrated
- Semantic match scoring
- React
- Node.js
- Elasticsearch
- Embeddings
- AWS
-
Human resources Live since 2025 Payroll & statutory compliance
Biometric attendance joined to statutory payroll — PF, ESI, TDS and professional tax calculated, payslips issued and returns filed without a spreadsheet anywhere in the chain.
Monthly payroll run from 4 days to 40 minutes
- 40 min monthly payroll run
- 2,800 payslips issued
- 100% statutory compliance
- Python
- Django
- PostgreSQL
- Celery
- Docker
-
Industrial Live since 2024 Predictive maintenance across a sensor fleet
Vibration and thermal telemetry from 180 LoRaWAN nodes, modelled for failure onset — the system names the likely fault and how long there is to act on it.
Unplanned downtime down 41% in the first year
- 180 sensor nodes
- 41% less unplanned downtime
- 3 yrs battery life per node
- Python
- scikit-learn
- LoRaWAN
- InfluxDB
- Grafana
What made these possible
The disciplines behind
the systems above.
Web Development
Sites and web apps that load fast, rank well and convert.
Mobile App Development
Apps people keep on the first screen.
AI, ML & Data Science
Models that make it past the notebook.
IoT & Embedded Systems
From the sensor to the dashboard, one team.
Cloud & DevOps
Infrastructure you can reason about at 3am.
UI/UX Design
Design that survives engineering.
Why some names are missing
A good share of our work sits behind an NDA — internal platforms, pre-launch products, and government-adjacent projects where the client would rather not be a case study. We do not publish a logo or a name without written permission, and we would extend you the same. If you want references, we will arrange a call with a client who has agreed to take one.
Your project
Tell us what is
actually going wrong.
Plenty of briefs arrive as 'we need an app' and turn out to be a data problem. A thirty-minute call and a written scope will tell you which one you have.
No obligation · Reply within one working day · ceo@hackedinsolutions.co.in