FICTIONAL CV SAMPLE · ALL CAREER CLAIMS ARE ILLUSTRATIVEALIVECV DESIGN COLLECTION / 02-01
AI, Data & Analytics / 02-01
Vihaan Mehta · AI Engineer

Useful AI, with its limits in view.

Retrieval systems, evaluation design and human-reviewed automation. A portfolio of considered decisions, practical work and clear contribution.

Explore selected work ↗
Pune, India / 11 years in this sample career
02-01 / MODELCONCEPT STUDY01INPUT02MODEL03REVIEWContext → grounded responsePYTHONILLUSTRATIVE / NOT WORK EVIDENCE
Model research deskORIGINAL DESIGN STUDY / 2026
Professional focusAI Engineer
Career narrative11 years · 3 appointments
Evidence, not just a titleDataset provenance
01 / Selected work

Experiments & evaluations.

What needed to change, the individual contribution and what was prepared for review. Both examples are fictional demonstrations.

01Dataset provenance
Illustrative work example

Support knowledge assistant

Answers could not be traced to approved support material.

Contribution

Built retrieval over a versioned document set, added citations and defined abstention tests for missing evidence.

Handover material
Retrieval pipeline and evaluation card
Review approach & boundaries +

Review the stated work against the agreed brief, check the supporting records and identify unresolved questions. The described contribution does not represent the whole team's work.

This is an invented demonstration. No client artefact, verified result, published credit or independent acceptance record is attached.

02Evaluation protocol
Illustrative work example

Document intake assistant

Operations teams manually extracted repeated fields.

Contribution

Implemented structured extraction with validation and routed uncertain records to a human reviewer.

Handover material
Extraction schema and exception queue
Review approach & boundaries +

Review the stated work against the agreed brief, check the supporting records and identify unresolved questions. The described contribution does not represent the whole team's work.

This is an invented demonstration. No client artefact, verified result, published credit or independent acceptance record is attached.

02 / Expertise

The tools behind the practice.

AI Engineer with an illustrative 11-year career focused on retrieval systems, evaluation design and human-reviewed automation. Core strengths include Python, Retrieval pipelines and Prompt design. Selected examples describe the challenge, contribution and handover materials.

01

Python

02

Retrieval pipelines

03

Prompt design

04

Evaluation datasets

05

FastAPI

06

Model monitoring

03 / Experience

A career built through practice.

Responsibility, scope and collaboration across three illustrative appointments.

Jul 2022 - Present

AI Engineer

Asterline Applied Intelligence Lab
Pune, India · Fictional employer

Delivered defined workstreams in retrieval systems, evaluation design and human-reviewed automation, coordinating reviewers and delivery partners.

  • Built retrieval over a versioned document set, added citations and defined abstention tests for missing evidence.
  • Implemented structured extraction with validation and routed uncertain records to a human reviewer.
  • Maintained dataset provenance and made unresolved questions visible before handover.
Jul 2018 - Jun 2022

AI Engineer

Northmere Applied Intelligence Lab
Pune, India · Fictional employer

Built a scoped practice in retrieval systems, evaluation design and human-reviewed automation, with a defined review process.

  • Used Python and evaluation datasets on assigned work; recorded decisions so colleagues could understand the approach.
  • Prepared handover materials and incorporated specialist feedback before closing the workstream.
Jul 2015 - Jun 2018

Junior Data Specialist

Cedarfield Applied Intelligence Lab
Pune, India · Fictional employer

Built foundations through supported assignments, observation and practical feedback.

  • Assisted with retrieval pipelines and fastapi, checking work with an experienced reviewer.
  • Kept organised work records and developed clear handover habits through supervised practice.
04 / Credentials

Learning that informs the work.

All institutions, qualifications and learning records below are fictional. No independent credential verification is represented.

Education
2013 - 2015

M.Tech in Artificial Intelligence

Asterbridge Institute of Professional Studies

Specialist study with a practice focus on Python and retrieval pipelines.

2009 - 2013

Bachelor of Technology / Science in the relevant discipline

Cedarhaven College of Applied Studies

Foundation study, practical assignments and supervised learning. Fictional institution and qualification record.

Languages

English - professional working · Hindi - professional working

Continuing professional development
2024

Python - advanced practice workshop

Scenario exercises and peer review in retrieval systems, evaluation design and human-reviewed automation.

2025

Evaluation datasets - reflective practice seminar

Applied learning reviewed through a bounded example and a written reflection.

Learning activities, not professional licences.
Work focus
Retrieval systems, evaluation design and human-reviewed automation
Evidence status
Illustrative work descriptions; no source artefacts attached
Contribution scope
Owned the stated workstream, not all team outcomes
05 / Next conversation

Let's talk about the work ahead.

Open to conversations about relevant opportunities - sample status

Example address only. This page does not send an enquiry.

Pune · India
Web CV + purpose-designed document CV