Projects guided or evaluated
Postgraduate and doctoral-level work across research design, methods, analysis, literature review and academic writing.
Founder-led experience before Gurjas
Founder-led research experience Evidence before claims.
Selected academic, doctoral, funded-project and research-support experience led by Dr. Jaskirat Singh before Gurjas was established. Public records and confidential professional patterns are presented separately, with visible limits on what each can establish.
Publicly supported foundation
Capability at a glance
These figures derive from the principal consultant’s dated academic CV and linked professional records. They demonstrate relevant experience; they do not guarantee that every method, output or outcome applies to every assignment.
Independent field programmes
Separate doctoral and postdoctoral studies covering poverty, credit, digital payments, welfare delivery and financial inclusion.
International thesis examination
Registered international doctoral evaluator with completed examiner reports and research-methods mentoring experience.
Funded-project evidence
Research instruments, field protocols, SEM and mixed methods, technical reporting, utilisation tracking and compliance documentation.
Recurring pattern 01 · Founder-attested
When a thesis shortcut becomes the longest route
Across multiple confidential enquiries, doctoral researchers described missed deadlines, incomplete working files and analysis that did not match their objectives, constructs or expected doctoral standard.
Some reported substantial consultancy payments—occasionally above ₹1 lakh—followed by extension costs and further payments for attempted repairs.
Evidence limit: these accounts were not collected as a formal dataset or adjudicated incident register. Identities are withheld, no affected-person count is published, and reported payments were not independently audited.
01 · Deadline
Delivery arrived after the decision window
The candidate faced avoidable delay, institutional extension exposure or late-submission costs before the work could even be assessed.
02 · Provenance
The dataset could not be traced confidently
Questionnaire items, sampling records, raw responses and the supplied analysis files did not form a clear, inspectable chain.
03 · Method
Generic output replaced research logic
Routine descriptive tables or software output were presented without showing how they answered the objectives, hypotheses or conceptual model.
04 · Repair
Formatting concealed an unresolved design problem
A second provider sometimes replaced tables or reformatted chapters without repairing measurement, provenance or analytical alignment.
Responsible recovery
A defensible analysis begins before the software
The first task is not to generate new tables. It is to establish whether the research question, instrument, data and retained files can support a credible analytical route.
Align the research logic
Check the objectives, hypotheses, constructs and conceptual framework before choosing a method.
Establish data provenance
Inspect the questionnaire, sampling process, response evidence, coding, missingness and transformations.
Select methods from the design
Use analysis that follows from the research problem—not whichever software output is easiest to produce.
Retain a reproducible record
Ensure tables, figures, interpretations and decisions can be recreated from documented files.
Recurring pattern 02 · Founder-attested
A familiar title is not a verified journal identity
Researchers and faculty members have sought advice after paying intermediaries for routes represented as ABDC-ranked or Scopus-indexed. Some described payments of approximately ₹50,000–₹60,000.
Core verification principle: rankings and database coverage attach to an exact serial identity—title, ISSN, publisher, official domain and coverage period—not to a title string, polished website or Google result.
Step 01
Verify the source
Resolve the exact title, ISSN or ISSN-L, publisher, official domain, submission system and current database record.
Step 02
Inspect the research
Review the original thesis or project, dataset, methods and genuine contribution before promising a paper.
Step 03
Assess journal fit
Compare aims, recent articles, methodological expectations, reporting requirements and contribution threshold.
Step 04
Prepare without guarantees
Develop the manuscript for a genuine target while leaving editorial and peer-review decisions independent.
Evidence limit: these confidential reports were not retained as a formal incident register, so no prevalence estimate is published. Search-engine visibility is not evidence of ABDC, Scopus, Web of Science or institutional recognition.
How experience becomes practice
Safeguards built into Gurjas
The value of prior experience is not the volume of work completed. It is the ability to recognise when evidence is defensible, when redesign is required and when an engagement must be declined.
What Gurjas requires
- Original research materials and a clear account of data provenance
- A defined research problem before methods or journals are selected
- Methods that match the design, evidence and intended claims
- Official-source verification for journal, metric and policy claims
- Author understanding, accountability and control of the final work
What Gurjas refuses
- Fabricated, purchased or knowingly misrepresented datasets
- Ghostwritten theses or concealed authorship
- Guaranteed publication, ranking or institutional acceptance
- Unofficial payment routes presented as journal access
- Claims that cannot be supported by retained evidence
V
Publicly verifiable
Dated CV records, publications, profiles or institutional documents support the statement.
F
Founder-attested pattern
Recurring confidential experience, published without identities, invented counts or unverified outcomes.
G
Gurjas engagement
Post-establishment work published only when scope, evidence and disclosure permission support it.
N
Not publishable
Private correspondence, confidential materials and details capable of identifying a scholar or institution.
Start with the evidence you actually have
A credible recovery begins with the original research record.
Share the stage of work, available files, data provenance and the decision you need to make. Gurjas will respond with fit, boundaries and the first defensible step—not a publication promise.