Proof, not promises
Selected engagements. Each case follows the same honest format: context, problem, approach, measurable result.
Lokad AI Chat
An AI assistant embedded inside the Lokad supply chain platform. The chat guides users through the platform, surfaces the right contacts, and โ in Envision mode โ generates, validates, and explains executable Envision scripts in real time. Conversation context is preserved across sessions so users pick up where they left off.
82% of AI-generated scripts run correctly on the first try. 94% by the second. ~70% reduction in time to first working script.
82%
Scripts correct on first run
94%
Scripts correct on second run
~70%
Faster time to working script
99%
Context preserved across sessions
View case โ
Vertex Transcribe Service
An AI-powered transcription pipeline built to handle millions of minutes of Hebrew, Aramaic, and English educational lectures. The service automatically detects audio vs. video, splits long recordings at silence points, runs parallel transcription jobs on Kubernetes, post-processes Hebrew script and diacritics, verifies religious source references, and outputs timed subtitles and HLS streams โ all without manual steps.
99% transcription accuracy. 300+ concurrent jobs. Up to 60% lower AI API costs through dynamic model selection. Built to scale to millions of minutes.
99%
Transcription accuracy
300+
Concurrent jobs
up to 60%
API cost reduction via model selection
99%
Subtitle timestamp accuracy
View case โ
Media Converter Service
A Kubernetes-based HLS media conversion pipeline driven by AWS SQS. A file lands on S3, a queue message fires, a Kubernetes job spins up, and the result โ multi-resolution video streams, multi-bitrate audio tiers, thumbnails, and master playlists โ is back on S3 with no manual steps. The service handles multiple audio tracks per video, auto-detects available GPU codecs, and scales worker nodes to zero when the queue is empty.
Fully automated pipeline from S3 upload to production-ready HLS. Zero idle compute cost between batches. Supports 5 video resolutions and 5 audio bitrate tiers per file.
5 (240pโ1080p)
Video resolutions per output
5 per track
Audio bitrate tiers
zero (scales to 0)
Idle compute cost
0
Manual steps in pipeline
View case โ
BGU Public Web Platform
The central public digital platform for one of Israel's leading universities โ 80,000 pages, ~1,000 content editors, ~300 requests per second at peak. We led the architecture, built a custom Lucene-based search across 10+ specialized page types, implemented a rule engine for benefits eligibility logic, designed a per-subtree access control system for the editorial team, and completed a full infrastructure migration from Azure to AWS (ECS Fargate, RDS, S3) without downtime.
Stable at 300 RPS. 15,000+ staff profiles updated daily via incremental sync. Complex eligibility rules managed by editors without code changes.
~80,000
Pages in production
~300 RPS
Peak load handled
~1,000
Content editors supported
15,000+
Staff profiles synced daily
View case โ
BGU Student Portal
A closed, authenticated portal for students and faculty, running on shared infrastructure with the public site. Every content item is personalized across 8 criteria โ faculty, year, user type, and more. The portal integrates with 10+ APIs: schedules, grades, course payments, assignments, and Moodle SSO. Editors preview how any page will look for a specific user before publishing.
Fully personalized experience per user. Seamless Moodle SSO. Shared infrastructure keeps operational cost low.
8
Personalization criteria
10+
API integrations
yes
Infrastructure shared with public site
View case โ
Disctopia
A music streaming platform where artists publish and monetize content directly. The website and the streaming web app were two separate products using different auth systems and backend logic. We unified them: one Auth0 identity layer, one API for news, comments, and likes, and a CMS-driven event notification banner that marketing can manage without touching code.
Single authentication layer across both platforms. Shared API eliminated backend duplication. Event banners deployable by marketing in minutes.
1 (Auth0)
Auth providers consolidated
yes
Backend duplication eliminated
yes
Event banner deployable without dev
View case โ