nSimplex partners with teams to explore, prototype, and deliver practical outcomes in science and technology. From problem framing to pilot deployment, we help you move from uncertainty to measurable results.
Share your work email and what you’re trying to ship. We’ll respond within one business day with next steps or a quick call link.
Short, accountable tracks to validate feasibility, ship thin prototypes, and hand off production systems with controls, docs, and metrics leadership can sign off.
Define success, scope, data, and constraints. Path to value in weeks, with a clear metric to aim for.
Ship a thin slice to real users and data. Compare options, measure impact, keep what proves value.
Production-ready AI + automations with clean interfaces, guardrails, and observability.
Docs, training, ops handover. Cost/perf reviews, ROI tracking, and a plan for v2.
Evidence from regulated, data-heavy work: AI copilots, operations automation, and data platforms. Filter to what mirrors your roadmap.
Domain-tuned assistant that turns forum noise and CPAP telemetry into clear, clinician-approved guidance.
Retrieval over long-tail patient Q&A
Time-series insights from devices
Eval loops + safe agent actions
Patients had fragmented forum threads, dense articles, and CPAP data that were hard to translate into clear next steps.
Ingested forum + device data, clustered it into micro-articles, and shipped an authenticated “Dr. IA” RAG copilot with reranking, eval loops, and safe agent actions so patients get actionable guidance fast.
From “stick in the tank” checks to live cistern + rooftop tank dashboards with alerts and history.
Live tank level monitoring
Many devices per account
Interactive time series
Manual “stick in the tank” checks led to surprise shortages and no way to monitor multiple buildings at once.
Built NodeMCU + ultrasonic sensors streaming to a Flask backend with multi-tenant accounts, dashboards, and alert-ready history so teams spot shortages early.
Unified LinkedIn, Telegram, Hunter, and Sheets into one place to discover, score, and act on high-intent leads.
Web, email & Telegram sources
Long scrapes without UI freezes
Signals from roles & projects
Lead research lived in scattered sheets, browser sessions, and scripts, slowing SDRs and losing context.
Built a Flask job dashboard with async scrapes, cooperative cancels, reconciled LinkedIn/Hunter/Telegram profiles, and templated outreach so researchers keep edits and SDRs get scored, ready-to-act leads.
Tailors a base CV to every offer, keeps a searchable log of applications, and preps the candidate for calls faster.
Many tailored versions
Offers + resumes in one place
To adapt to a new role
Tailoring a CV for every offer was repetitive, error-prone, and hard to track over time.
Parsed job descriptions, mapped them against a structured CV, and generated role-specific resumes with a searchable history so candidates send tailored applications in minutes.
Experimental pipeline that tokenizes MIDI libraries and trains GPT-style models to generate new compositions.
Tokenization strategies
Music as language tokens
Foundation for creative tools
Needed to learn which tokenizations help language models capture musical structure for future creative tools.
Built a MIDI dataset pipeline, tested multiple encodings, and trained GPT-2 style models to see which best preserve rhythm, harmony, and motifs.
High-throughput backtesting engine so quants can iterate on strategies, features, and transforms quickly.
Strategies tested quickly
ETL for time-series at scale
From backtest to execution
Manual strategy experiments were slow and adding new models or features took too much engineering effort.
Normalized financial time series, built a fast backtesting engine for LSTM and other models, and wired dashboards to compare runs and move winners toward execution.
Unified tickets, field visits, backups, and docs into one platform so dispatchers and techs stay in sync.
Ticketing, field work & docs
Deep vendor integrations
Weekly calendar for techs
MSP teams juggled tickets, backups, documentation, accounting, and telephony across disconnected tools.
Shipped a unified field service platform with ticket workflows, weekly planner, and dashboards, integrating Atera, Acronis, Hudu, QuickBooks, chat, and custom telephony so dispatchers and techs share one view.
Real-time control over batches, expirations, and movements with audit-ready reporting.
Real-time stock levels
Traceability by batch & lot
Expiring items & shortages
Spreadsheet tracking made it hard to detect shortages, expirations, or generate audit-ready reports.
Built a pharmacy inventory app for products, lots, locations, and movements with role-based access, expirations views, alerts, and exportable reports to keep auditors and teams confident.
Nurses report by phone; structured notes appear instantly on web and mobile dashboards.
Reporting phone line
To structured records
Dashboards for care teams
Nurses reported through scattered channels and manual notes, delaying follow-up and losing searchable history.
Built a Twilio IVR with guided prompts and automatic transcription feeding a backend, surfaced via web and React Native dashboards so staff get consistent, searchable timelines.
Modern site with payments, calendar sync, and internal tools so the hotel captures direct bookings—not just OTAs.
From search to payment
Direct + OTA reservations
GA + Google Ads integrated
A family-run hotel depended on OTAs, paying high commissions and lacking direct availability control.
Built a Django booking site with PayPal/ePayco payments, availability management, calendar sync, and analytics so direct revenue grows and operations stay aligned.
Ingests books, web pages, and videos, then returns focused, evaluated summaries via web app and Chrome extension.
Books, web, YouTube, PDFs
NLP metrics & embedding checks
Summarize from any tab
Knowledge workers needed trusted summaries across books, web, and video without relying on black-box outputs.
Engineered a summarization backend with scrapers, clustering, embedding evaluation, and GPT-based assessments, then shipped a React web app and Chrome extension for transparent, evaluated summaries.
Plugged into existing CCTV to build a searchable history of staff and guest visits with face embeddings.
Connects to surveillance
Vectorized faces for search
Label guests & staff over time
The client wanted better visibility over who entered and left using their existing cameras, not manual logs.
Built a face recognition pipeline that ingests CCTV frames, encodes them into vectors, and lets staff tag identities to create a fast, searchable attendance history.
Replaced a boxed-in phone service with configurable routing, analytics, and CRM-aware automations.
Branching IVRs + queues per team
Fewer per-seat fees, right-sized lines
CRM & webhook actions on calls
Off-the-shelf phone tools couldn’t handle multi-brand routing, custom data sync, or granular permissions without expensive add-ons.
Built a programmable voice stack with IVR, queueing, recordings, and an admin console; integrated CRM/webhooks and a WebRTC softphone, migrated numbers, and cut licenses while keeping reliability.
A short, fixed-fee engagement to de-risk your idea and decide with evidence. The intro call is free. If you proceed to build with us, 100% of the sprint fee is credited toward the project.
Decision brief, measurable success criteria, risks/mitigations, and a thin prototype or spike + results.
Typically 1–3 weeks depending on access and scope.
High-uncertainty ideas, regulated contexts, or data/infra questions before committing to a full build.