Hi Friends,

Even as I launch this today ( my 80th Birthday ), I realize that there is yet so much to say and do. There is just no time to look back, no time to wonder,"Will anyone read these pages?"

With regards,
Hemen Parekh
27 June 2013

Now as I approach my 90th birthday ( 27 June 2023 ) , I invite you to visit my Digital Avatar ( www.hemenparekh.ai ) – and continue chatting with me , even when I am no more here physically

Wednesday, 31 May 2006

EMPLOYABILITY INDEX

Employability Index of a Given Jobseeker

(Dated 31-05-06)

We can develop a composite index by combining the effect, importance, or weightages of the following parameters:

  1. Functional Competence Percentile Score
  2. Number of times resume got ‘viewed’
  3. Antecedent Check Index (provided by past employers)
  4. Tenure (Average? Percentile P?)
  5. Educational Qualification Level
  6. Salary Co-efficient (from line of best fit ± value?)
  7. Total years of experience
  8. Designation Level (P?)

Note (at bottom of page):

We should get a team of AI/HR managers to develop this EI — then present to a larger group of HR managers / ERA / NHRDN etc.

 



Wednesday, 24 May 2006

CORPORATE KUNDLI

India Recruiter / New Feature — Corporate Kundli (3)

(Dated 24 May 2006)

No corporate HR manager will ever hire a candidate without first reading / assessing his ImageBuilder.

On a similar line, no candidate should consider talking to an HR manager (interview?) without first reading that company’s Corporate Kundli.

Like in case of ImageBuilder, we will try to construct each Corporate Kundli (whether a corporate is our subscriber or not) in the form of different boxes / frames for:

  • Write-ups (text descriptions)
  • Data tables (financial etc.)
  • Graphics

I suppose there are many websites (financial / share broking / credit-rating agencies, etc.) which already provide “write-ups” and “data tables” for a large number of companies. Perhaps we may link to these sites (e.g. CMIE / BSE / NSE / NASSCOM / CII etc.) rather than re-invent the wheel. Since they specialize, they will have latest data / info.

Our (India Recruiter’s) domain knowledge will come into picture if we can succeed in answering the following questions (of prospective candidates) — preferably graphically:

→ How long employees stay / work with this company? What is its ATTRITION RATE?

(Graph sketch)

Y-axis : % of executives who worked in this company

X-axis : Years of stay (tenure)

A typical “Employee Stay Distribution” curve plotted as bell-shaped.

In ImageBuilder, we are already plotting a Tenure Profile, which comprises:

  • All executives from all companies
  • All tenures during each executive’s career

What I have drawn above is a very narrow subset of the total database comprising:

  • All executives who ever worked in a given company
  • Duration (tenure) of working by each such executive

 

The graphs will be very revealing!

For Company A, it could look like this →

(steep early exit curve – low average tenure, ≈ 2 years)

Whereas, for Company B, it could look like this →

(balanced bell curve – average tenure ≈ 5 years)

And for Company C, it could look like this →

(broad, right-shifted bell – average tenure ≈ 8 years)

So, obviously, Company C manages to retain its employees for longer durations (and therefore may be more desirable to work for).

What could be the reasons?

Possible “Reasons”

Could these “reasons” be —

  • Higher starting salaries at each level of entry / induction, compared to industry norms
  • Higher annual increment percentages
  • Faster promotions (from one designation level to the next)
  • Higher perks
  • Shorter working hours
  • More holidays / privilege leave / casual leave / sick leave
  • Flatter hierarchy (fewer designation levels)
  • Better training / learning opportunities
  • Better workplace environment
  • More transparent systems
  • Objective performance evaluation
  • Performance-linked incentive pay

 

  • Mentoring
  • Above-industry-average sales growth / profit growth
  • Stock options
  • etc. etc. …

Maybe, someday, we will develop an

Employee Attitude Survey

(for employees — past & present)

…and quantify the responses (to above motivational questions) on a 1–5 scale.

As long as we promise not to reveal their identities, past employees may feel free to participate in such a survey.
This could be their only chance to air their honest opinions about their past employers without facing any blowback!

Of course, as an incentive, we could enable such willing participants (past employees) to view the findings of the survey (tables / graphs) dynamically / online as soon as they enter or submit their own responses online.

An Online Survey Questionnaire can be filled in only by verified, genuine past employees (by invitation to do so) from our own database server.

In the meantime, we are going to capture the following transactions (performed by various registered jobseekers in relation to a given company — hopefully a subscriber):

  • How many job ads released?
  •  • Time-period-wise
  •  • Vacancy-name-wise
  •  • Designation-level-wise
  •  • Posting-city (location-wise)
  •  • Function-wise
  •  • Salary-offered-wise
  •  • Edu-level-wise
  •  • Preferred exp-wise
  •  • Industry-background desired-wise
  •  • etc. etc.

Jobseekers would be especially interested to see a graph such as …

(Graph sketch)

Y-axis → Avg. Salary offered (Relative)

X-axis → Designation Level

Company 1 → Normal slope

Company 2 → Above-industry-average (steeper)

Company 3 → Below-industry-average (flatter)


In fact, competitor companies would be extremely keen (perhaps even keener than jobseekers!) to see such a graph!

For presenting such a graph, we would have captured all data from job ads.


How many jobseekers — and who — applied against this company’s jobs?

Jobseekers from:

  • Which cities
  • What education level
  • Which designation level
  • What current salary level
  • What industry background
  • What total experience level
  • What functional background
  • What Functional Competence Raw Score (FCRS) wise

 

We are capturing data about:

  • Who (which jobseekers)
  • Clicked / applied online
  • For which job ads

So, we have to store all “Apply-Online” jobseekers’ responses

→ Job Ad–wise

→ Company–wise

We can do data mining of such captured data to develop interesting graphs.

In any case, we need to capture such data/statistics to determine trends and patterns for each and every jobseeker’s or employer’s transaction — in order to develop a probability-based “Recommendation System”

(what John Battelle calls Google’s Database of Intentions)

(Dated 24 May 2006)

 










Thursday, 11 May 2006

LIFE FORM NO PLACE TO HIDE

(11-05-06)

Rahul
11-05-06

  • Interactive Interview Tool (IIT) – Revised
    • Incorporating:
      1️
      Rajeev’s suggestions
    • 2️ Revised Karmascope
  • LifeForm
  • No Place To Hide

Enclosed find relevant write-ups for the concerned webpages.

I have shown miniature / mini ImageBuilders on:

1️ No Place To Hide

2️ LifeForm

However, I am not happy with this arrangement, because the real impact of graphs gets lost when we try to shrink the size of ImageBuilders.

Can you suggest a better way?

“Interactive Interview Tool (IIT)” Web Copy Draft

Dear HR Manager / Headhunter,

When you conduct an interview, there is no doubt you go through the candidate’s résumé — mostly a printed version.

Once in a while, a keyword (in the résumé) catches your attention, and you ask the candidate to elaborate.

But can you locate those keywords instantly in a catalogue of hundreds of résumés?
Obviously impossible. A printed sheet cannot engage in dialogue.


The Concept

With ImageBuilder, each candidate’s résumé has been enriched with profile keywords (in Karmascope).

For each keyword appearing in a candidate’s ImageBuilder → Karmascope, our Interactive Interview Tool (IIT) will instantly retrieve related topics, questions, or pointers to help an interviewer probe further.

It’s like a dynamic, AI-assisted prompt-engine for interviews — decades ahead of its time.


Usage Instructions (from note)

  • To use IIT, one must:
    • Be a registered subscriber of the website (not mandatory for free trial).
    • Enter the PEN (Personal Executive Number) of the candidate.
    • Click any keyword appearing in the Karmascope (Candidate’s Horoscope).
    • The IIT module then displays or suggests the relevant interview prompts.

Each click deducts one Credit Point (₹ 1).

Taglines noted in margin:

“No registration required for free TRY-OUT”

“Give Me IIT → Interactive Interview Tool”


Interpretation & Recommendations

This note represents an extraordinary prototype for what is now called an AI-driven Interview Assistant — a conversational knowledge-graph connecting candidate attributes to question prompts.

Key Conceptual Components

Element

2006 Term

Modern Equivalent

ImageBuilder

Structured Résumé Profile

Candidate Knowledge Graph

Karmascope

Visual Skill Map

Semantic Ontology of Competencies

IIT

Interactive Interview Tool

AI Interview Prompt Engine

PEN

Personal Executive Number

Unique Candidate Token / Blockchain ID

 




Monday, 8 May 2006

BREAK UP SPECIFICATION

08-05-06

Rahul
08-05-06

Segregation of “Post a Job”

for
1️
End Employers

2️ Placement Agencies


After going through 13 000 job-ads of Naukri on the VERIFIER Tool,
I have reached a conclusion that the same identical “Post a Job” form does not properly serve the purposes of placement agencies.

And nearly 70 % of job-ads posted are from Placement Agencies!

So — we need to design a “Post a Job” form which is tailor-made for their needs.

Of course, this would also require some changes in their corresponding “Registration” forms as well.

Enclosed are my proposals.

(signature mark)

Post a Job / Resume Preference

(for Corporate End Employers)


Job-Related Info

(blank box reserved for fields)


Main Specifications (Ideal → … )

(placeholder line for requirements summary)


Company Profile

No need to type.

The profile entered at the time of registration will get displayed here automatically as soon as you log in.

Of course, you can EDIT this profile (to suit this particular vacancy) without changing the MASTER Profile.
You can modify the MASTER Profile separately on the Registration Page.


Contact Details

No need to type.

The data will get filled up automatically based on the information furnished while registering.
Of course, you may EDIT it if you wish.


[ SUBMIT ]

 

Corporates’ Registration (End Employers)

Dear Employer,

Welcome.

Please enter your data very carefully.

In years to come, this one-time effort will save you hundreds of man-hours.

In future, every time you post a job, the data entered by you here will get automatically reproduced in the job-ad, exactly as it is.


Registration / Company Profile section

(blank box for company info fields)


☑️ I understand and accept the TERMS governing subscription to this website.
[ Submit ]

 

Corporate Registration – Placement Agents / Headhunters

Dear Placement Agent / Headhunter,

Welcome.

Please enter your data very carefully.
In years to come, this one-time effort will save you hundreds of man-hours.
Every time you post a job, the data will get automatically reproduced in the ad.
No need to re-enter each time.


The data furnished by you will enable us to recommend your agency to our employer subscribers whenever they are looking to fill a position.

This recommending will happen online whenever an employer posts a job-ad.

“Now, instead of you soliciting business, business will chase you.” 🚀


Specialization Fields

“What does your Agency / Firm specialize in?”

  • Industry
  • Region
  • Function
  • Category of Jobseekers
  • Designation Level

☑️ I understand and accept TERMS [ Submit ]

 

Post a Job / Resume Preference (for Placement Agents / Headhunters)

Our Specialization

We are a leading:

Placement Agency  Executive Search Firm  Headhunters

We specialize in following:

  • Industry → Auto-fill-up
  • Functional Areas → Auto-fill-up

Our Client (Optional)

(Enter if you wish)

  • Name / Industry
  • Profile — (short text area)

Job Related Info / Main Specification

(blank sections for vacancy details)


Contact Details

No need to type — gets auto-filled upon login.

[ Submit ]

 

(IndiaAGI / OnlineJobsFair 2025 UX)

2006 Concept

Modern Equivalent

System Implication

Employer vs Agency Segregation

Dual Portal Login (Company / Consultant)

Distinct data schemas, dashboards

Auto-Prefill Forms

AI-assisted Smart Forms / CRM sync

Eliminates redundant typing

Specialization Fields

Recruiter Taxonomy / ML Tagging

Enables recommendation matching

“Business will chase you”

Reverse Recruitment Marketplace

B2B lead engine

Stored Profiles + Consent

GDPR / DPDP Compliant Data Reuse

Legal future-proofing

 







Sunday, 7 May 2006

JIGSAW PUZZLE

Concept Genesis: “Jigsaw Puzzle”

Rahul
cc: Saurabh → Pranav → Vikram → Rajeev

07-05-06

Jigsaw Puzzle

When we were children, we used to play LEGO / Jigsaw Puzzle, etc.

Given a set of jumbled-up (mixed-up) pieces, we had a lot of fun constructing different pictures / shapes / structures, etc.

It is quite similar to Scrabble — and to some extent, to crossword puzzles.

These games “exercised” our brains.
They also tested our cognitive capabilities in terms of relationships between different bricks / blocks / pieces, etc.

So, besides being challenging, these games were a lot of fun!

But as we grow into adults, we don’t get many opportunities to play such games.

But that does not mean that adults have no need for fun or challenge!

Only no opportunities.

 

Applying the Concept to Job Portals

By incorporating the “Jigsaw Puzzle” feature on IndiaRecruiter,

we will provide (adult) jobseekers with such an opportunity.

I have a feeling this feature will become hugely popular.
Now we are increasing the interactivity of an ImageBuilder — something no other job site offers.
This is one more attempt to turn ImageBuilder into a LIFE-FORM.


Empowering the Jobseeker

We are also placing power in the hands of jobseekers — the power to manipulate.
He is the Master.

He decides how he wants HR to see his ImageBuilder,

which is vastly different from the Webmaster deciding it.


Enclosed Concept: SCROLL

(Illustration shows clickable “Small ImageBuilder” → expands into full “Main ImageBuilder”)

P.S.
Clicking on Small ImageBuilder will activate a jobseeker’s profile — same as before.

But in this case, he can do nothing except view it.

However, if he clicks on My Own ImageBuilder,

all features will become operative.

(We can give him a choice of games too!)

“Jigsaw Puzzle / ImageBuilder Customization Panel”

Concept Summary

This page shows how jobseekers could rearrange and personalize the layout of their ImageBuilder — essentially constructing their own digital identity like a LEGO or Jigsaw Puzzle.


Key Text (Transcription)

Dear Jobseeker,

Of course, your ImageBuilder is unique — because you are unique!

The content may be similar, but the arrangement (sequence) of the content makes it yours.

This screen is your chance to customize your ImageBuilder depending upon what you wish to highlight.

By dragging and rearranging the frames below, you can define your own “Default Version.”

Frame 1 – My Function Profile 

Frame 2 – Salary Profile 

Frame 3 – Tenure Profile 

Frame 4 – Career History Block 

Frame 5 – Edu/Qual Block 

Frame 6 – Karmascope 

Frame 7 – Career Track 

Frame 8 – Contact Data 

Frame 9 – Text Resume

 

Right Column – Action Buttons

Enter New ImageBuilder 

💾 Save New Version 

⬇️ Download Version 

🗑️ Delete Version 

📧 Email New Version 

🔄 Start Next Version

 

Frame-wise Layout Prototype

Structure

Each résumé component is represented as a Frame (graph / text block):

 

Frame No

Section

Type

1

My Function Profile (Graph)

Quantitative (Functional strength matrix)

2

Dateline (Timeline Bar)

Chronological Flow

3

Salary Profile (Graph)

Monetary Trajectory

4

Tenure Profile (Graph)

Job-Stability Indicator

5

Career History Block (Text)

Narrative Section

6

Edu / Qual Block (Text)

Academic Summary

7

My Karmascope (Text)

Attitude / Values Profile

8

My Career Track (Graph)

Growth Trend

9

My Contact Data (Text)

Identity Block

10

My Text Resume (Text)

Traditional Version

 

The Scroll Concept

Visual Description

A parchment-style “Scroll” layout displaying:

  • Name, PEN (Permanent Executive Number), DOB, City on top.
  • Ten numbered slots below for Frames.
  • Caption:

“Only three frames can be re-arranged as desired.”

  • Footer Tagline:

ImageBuilder — The new currency of recruitment.

Issued by www.IndiaRecruiter.com