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I see myself working at the intersection of engineering and quantitative finance ideally at a hedge fund such as Two Sigma. My past experiences at Harvard Medical School and internships at MITRE/rapStudy have given me an interest in creating scalable systems that are high performant and capable of ingesting large amounts of data for model development and research.  I strongly believe Two Sigma is the perfect place for me to work on these highly technical projects. Additionally, I also look forward to the prospect of entering leadership roles during my career, where I can play a more impactful role in prioritizing cultivation of engineering talent and projects in fields such as low-latency and data engineering.

Clarification:

- Definition of collaborative work (professional/ nonprofessional)

- Any specific type of professions or type of work

- Any specific type of users/ roles

General Analysis:

- TAM: Quite Big in white collared set up. Market size 20 bn

- Growth: Would increase with a greater number of jobs and adoption in various industries. Growth 11%

- Macroeconomic changes: With Gen AI a huge improvement of productivity. Microsoft Copilot, Google’s Gemini

- Competitors: Atlassian, Microsoft Office, Google Suits, Asana etc.

User Persona:

- Buyers

- Admins

- Users

o Assignees

o Creators/ Collaborators

o Viewers

Journey Map/ Pinpoints:

Journey Stage

Pain point

Workaround

Relevance & Depth

Task Notification

No omnichannel   notifications

Long Texts

Just email notifications

M

Creating a new workspace   & Adding Members

Start from scratch

Type & search for every   member

Clone

S

Drafting the content

Very Few Templates

Content Writing

Tone/ Grammer etc.

Beautifications

Bringing content from other   channels

Few Templates

L

Splitting the tasks

Action/ Response Tracking

Managing Priorities

Escalation workflows

Comments

M

Reviewing the work

Polling

Call Out Section

Highlighting Risks

Missing out on points that   were discussed on calls

Meeting Notes & Copilot   solutions

S/M

Roadshow

Feedback/ Recognitions

Share on multiple channels

Leaderboard etc

Reactions/ Sharing Links

S

Mission: To build a collaborative web workspace for all the professionals empowering to deliver their best work

Solutions Matrix:

Features

Impact

Effort

Alignment with Mission

Omnichannel presence within   most used workspace tools

M

M

M

Copy/ Create   Template from existing docs

H

L

M

Gen Ai for   content generation, setting tone, Grammer fixes and beautification

H

M/L

H

Improved Importability   and exportability and convertibility

H

M

H

Gamified Task management   and quick wins

M

M

M

Improved Reactions and shareability   with multiple channels on one click

S

M

S

Metrics:

NSM: Productivity = Time taken from creation of document to Roadshow

& NPS

Launch Plan:

Alpha Test : 20 users

Features: Basic integrations, Gen AI copilot solution, basic importability, exportability and convertibility and task management

Today I didn’t want to come to office directly, I wanted to start my day by visiting a temple, So, I first searched in map, to talk aloud of the temples nearby when I am driving my bike. 

It started mentioning take left to go to abc temple, I know, if I take that left, it will be very long to my office. so, I skipped that left and proceeded further in my regular route to office. After few kms, it again started saying take right to go to def temple. This time, I wanted to take that route.

So, I have proceeded as per google map, and I reached the temple after 20 mins of drive. I finished my visit and started by bike again. I have again asked to talk aloud about the hotels nearby as I didn’t eat my breakfast today to accommodate to temple visit.

It again started directing me in the similar way.

In this whole journey, the problem which I faced as a user is, I haven’t changed my final destination which is real page, now that I am diverting to temple and hotel, its not talking aloud with the overall distance increased to RealPage, also the different routes I should take because of this diversion, which in turn leads me to more traffic than usual, and I will be delayed to office. 

So, Problem statement here: Final destination is not changed, but requests for interim destination should also talk aloud on the possible route changes for the final destination and distance increase to the final destination

Persona: Dailu commuters who may have some diversions for other personal work.

PainPoints: Not easy to get the right route and the distance increased due to the diversion the user took.

Proposed solution:

Voice assistant to mention the increase of distance to the final destination, and mention the alternative routes, for Every diversion the user takes.

Thank you for the question. I have been working as a data engineer for a combined total of three years, working closely with business leaders and engineers at different enterprises. where my main focus and speciality was in building reliable data pipelines that supports business decision making. I also have experience running a solo consultancy firm, where I have had the opportunity to consult and build end to end data products for businesses, which has allowed to be explore and hone my leadership, and communication skills on top of my technical expertise. Above all. in addition to the skills  I have learnt over the last three years, my experience in academia, especially as a consequence of my PhD research, I have a strong preference and a proven track record  in delivering complex analytical tasks.  All of the above essentially package me up as  an ideal candidate for this role.