Contract
Real-time AI video avatar and virtual-camera system
Project evidence involving Python. First observed 28 Aug 2026; the response opens on vollna.com.
- Technology
- Python
- Budget
- $2,000
- Work format
- Project
- Role family
- Software specialist
- Seniority
- Level not stated
- Observed
- 28 Aug 20268 days old
- Response destination
- vollna.com
What this signal says
The observed opportunity titled “Real-time AI video avatar and virtual-camera system” enters this catalog as a market signal with a traceable source. Leadiy does not republish the original description. Instead, it separates a few decision-grade facts from the private operating record and adds context from the same demand dataset. That boundary matters: the public edition can help a developer or agency assess relevance, while the source remains responsible for complete requirements, eligibility, current status and the actual response flow. Any fact not shown here should be checked at that destination.
How the technology was normalized
The controlled technology reading for this record is Python. That label is derived from explicit terms in the role, primary technology and stack fields; it is not inferred from the buyer’s identity or from private contact context. Normalization folds common spelling and naming variants into one catalog so this page can be compared with other records. A combination tag appears only when every required part of that combination is detected. The result is a search aid, not a guarantee that every named tool is equally central to the delivery scope.
Commercial format
Leadiy reads the buying motion as Project. This matters because the response shape for a deliverable, contractor seat, formal proposal and employment application is not interchangeable. The category is a classifier output rather than a legal characterization, and the original post wins if its terms change. The available duration wording is “PoC first, then UI, more avatars and packaging.” Work-location context is recorded as “Remote marketplace listing; agency eligibility and Ukraine acceptance are not stated — verify before proposal spend.”
Reading the budget
Budget evidence for this opportunity is limited to “$2,000.” The catalog does not normalize unlike units or turn a marketplace headline into a guaranteed contract value. A visible figure can describe a cap, an estimate, a salary, a rate or only one phase of delivery. For that reason the page keeps the source wording beside the engagement format instead of producing a synthetic market price. The practical check is to confirm scope, unit, currency, fee treatment, milestone structure and whether the amount is still current on the original listing.
Demand context from Hiring Pulse
In the current 30-day Hiring Pulse, Python appears in 165 of 759 observed opportunities (21.7%). Counts are multi-label, so one opportunity may contribute to several technology buckets. The comparison is dated through 2026-09-06 and describes Leadiy’s observed sample, not the whole software market. It helps answer whether this record sits beside other visible signals, but it does not prove future demand, market share or buyer intent. The individual page and the aggregate Pulse use the same public-safe vacancy and project scope, while direct leads and personal data remain excluded from both.
Observation and publication timing
Timing here is explicit: observed by Leadiy on 28 Aug 2026, 19:03 UTC, 8 days old at the current request, then admitted to the public catalog after 44.18 hours. The system never recomputes a shorter delay because a page is requested frequently. This is an evidence timestamp, not a promise that the source remains open, and not a reconstruction of when the buyer first posted. Visitors who need the freshest matched records use the authenticated product; the public page is intentionally the later, indexable edition.
What looks similar
Similarity is based on shared normalized technology tags and then recency, not on company identity or copied source prose. "Founding Engineer / Technical Partner — AI-powered fintech", "Offline Python desktop UI and local AI integration", "Senior AI Voice / LiveKit developer for smart intercom and virtual concierge" These neighbours are useful for comparing delivery shape, budget visibility and technology overlap. They are not duplicates and they do not imply that the same buyer, scope or qualification rules apply. When no suitable public neighbour exists, the page says so instead of padding the section with unrelated links. New public records can change this comparison set after their own delay and quality checks pass.
Where the response goes
Applying means leaving Leadiy for vollna.com, identified here as Vollna / Upwork. The link is the normalized direct source URL stored with the opportunity. No public form on Leadiy submits an application, and no contact detail is exposed as a shortcut. The destination can impose login, marketplace credits, identity checks, location limits or other terms that are outside this catalog. Verify the hostname and the current post before sharing information. If the source has closed or changed the opportunity, its live state is authoritative.
Public evidence versus earlier access
Leadiy sells timing, not a different truth: the same opportunities, one day earlier. Subscribers receive the fresh matched feed and private workflow before a record crosses its public time fence. The later page remains complete enough to stand alone, with provenance, classification, budget reading, aggregate context and related records. Subscription is not preferential treatment from the buyer, and it cannot guarantee availability or success. It is earlier awareness plus an operational workspace; the public catalog is the delayed evidence layer.
The same opportunities, one day earlier.
See the $39 / 30-day plan →Your response leaves Leadiy.
The button opens vollna.com. That third-party page controls login, eligibility, proposal fields, privacy and the current status of the opportunity.