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Q1 '23

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Overall Roadmap

Overall Roadmap

Sprint

Title

Status

Owner

Workstream

Priority

Project

Notes/ Documentation

JIRA Ticket

Tag

Problem/ Thesis articulation

Rough BE estimate

Rough FE estimate

Sum

Reach improvement for Network PNs by queuing of notifications

Push notifications

Open

Introduction of network claps PN

Push notifications

Open

Improvement of nudges creation

Creation Journey

Open

CTR improvement for PNs by personalisation, design and copy changes

Push notifications

Open

Limiting views on irrelevant tag content (Keyword wise - T&S systems)

Content Moderation

Open

Retagging & Detagging system - reduction of irrelevant content in popular stream & tag feeds

Content Moderation

Open

Introduction of DS model optimising for profile view

Objective Function

Open

Rolling out Shuffling layer to 100% users - with network supply < 50

Feed algo

Open

Separate stream for people affinity. Last 15 days posts sorted by people affinity score.

Open

Feed Onboarding flow redesign, CTAs/ communication for engagement

User activation

Open

Sum

Guided flow for users to increase their levels

Gamification

Open

Social ticker to showcase users who have up leveled

Gamification

Open

CTR improvement for popular PNs by changes in post recommendations

Push notifications

Open

Iterations on popularity score for more weightage to recency of post engagement

Content affinity

Open

Thumbnail and preview for video posts

Post type improvements

Open

Optimisation of videos - Ability to view longer and heavier video files

Post type improvements

Open

Introduction of DS model optimising for post detail open

Objective Function

Open

Intoduction of different pseudo-network cohorts

Pseudo-network

Open

Introduction of differential weighting in model merging logic

Model Merging

Open

0.5

First feed design for new and reactivated users

User activation

Open

12.5

Sum

Gamification awareness analysis + product items

Open

Network PN reach improvement

Open

Network claps PN improvements

Open

Retool for popular PNs

Open

Retool for tag affinity profile + job attribute mapping

Open

Improvements in new post stream (to include tag affinity + revisit the algo and post selection)

Open

Tag affinity inclusion in other touchpoints on app

Open

Tag UI redesign

Open

AutoOM redesign

Open

Improvements in people affinity stream

Open

Double tap to clap

Open

Integration points with new home page - company information, salary calculator etc.

Open

Sum

Introduction of rewards on level achievement

Gamification

Open

Inclusion of similar tag cluster for tag affinity improvement

Content affinity

Open

Carousal post type - ability to add multiple photos

Post type improvements

Open

Include profile view graph in people affinity

People Affinity

Open

Double tap to clap

Engagement methods

Open

Tag subscription experiment for daily PNs

Content subscription

Open

Sum

Building creator journey on app via nudge framework for different creation use-cases

Creation Journey

Open

Introduction of new creator stream

Creator motivation

Open

New creator PNs based on views and engagement

Creator motivation

Open

Introduction of scraping engine for scraping content from high engagement sources (instagram, shorts etc.)

Content Scraping

Open

Introduction of scraping engine for scraping content from high engagement creators

Content Scraping

Open

Build a quiz - improvement on poll feature

Post type improvements

Open

Introduction of new post features (tag affinity score) - optimises for content interaction in feed algo

Feature Engg

Open

Addition of people affinity scores as features prioritization

Feature Engg

Open

Merging logic experiments for addition of multiple models

Model Merging

Open

0.5

Integration points with company information, salary calculator etc.

Content Intergration

Open

0.5

Sum

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