Your realtime AI voice companion · college to early career

One voice beside you from collegeto your first wins at work.

Dosti is the connective intelligence across a working career platform: deepen existing projects, run role-aware coding assessments, practise adaptive mock interviews, tailor an uploaded resume, rank and track relevant jobs, then return to a companion that remembers your goal, resume context, and recent rounds.

  1. 01Enter college
  2. 02Explore and train
  3. 03Practise in realtime
  4. 04Choose with evidence
  5. 05Land and grow

Private by design · guidance, never a placement promise · your path, not a generic answer key

One continuous journey from college to career

Campus arrival

You arrive with options, expectations, and no useful map.

Dosti begins by listening: what draws your attention, where your confidence drops, and what kind of work you can imagine caring about. The goal is not to pick a title on day one. It is to form a direction worth testing.

  • Interests
  • Starting point
  • Open questions

Engineering practice and project depth

Turn work you have done into reasoning you can defend.

Dosti probes the projects already in your resume—architecture choices, trade-offs, and ownership—while the coding lab adds role-aware problems, isolated execution, deterministic tests, and code-quality review. Your project story and fresh technical signal become clearer together.

  • Project decisions
  • Coding signal
  • Review feedback

Adaptive mock interviews

The mock responds to the answer you actually give.

Run technical, behavioural, coaching, negotiation, or one-way rounds. In a live mock, Dosti follows your reasoning, pushes where it matters, yields when you interrupt, and turns the transcript into a private scorecard and a focused next drill.

  • Adaptive follow-ups
  • Natural turn-taking
  • Private scorecard

Resume and opportunity fit

Turn your evidence into stronger positioning and better targets.

Tailor an uploaded resume to a real job description without inventing experience, then compare openings ranked by your resume, preferences, target role, and relevant mock signals. Match factors explain where you fit, where you stretch, and what to do next.

  • Truthful resume diff
  • Match factors
  • Role-specific next step

First-day arrival

The guidance does not vanish at the offer letter.

Walk into the first role with context carried forward: the habits you built, the situations that still stretch you, and a mentor ready for the next unfamiliar room. Career readiness becomes an ongoing relationship.

  • Transition plan
  • First-week reflection
  • Continued growth

DOSTI / CONTEXT One familiar intelligence, over time

Dosti keeps the thread. You keep doing the work.

The assistant is not the entire product. It is the companion layer that can return to your stated goal, profile and resume context, recent mock-round summaries, and recurring coaching themes as you move through the platform. Bring a new code result, project decision, or role into conversation, challenge the advice, and keep moving.

One continuing context—from “what should I learn?” through “what can I demonstrate?” to “which opportunity should I pursue?”

DOSTI / WORKING CONTEXTprofile, resume and session context
Direction you statedBackend engineering roleEarly-career · systems focus
01

Strength taking shapeSystems intuition

02

Train nextStructure under pressure

Dosti · mentor
“Your project says the worker is idempotent. Let's trace one duplicate event, then carry that reasoning into the mock round.”
Stated goals Resume context Recent rounds

01—03 Deepen · assess · rehearse

Deepen ability. Test it. Learn to explain it.

The core loop goes well beyond mentoring. You practise engineering through project-depth coaching and isolated coding labs, inspect specific skills under constraints, and rehearse the human exchange where your thinking must hold up.

  1. 01Project depth and coding lab

    Turn the projects you have into engineering depth you can defend.

    Bring an existing resume project and work through architecture, constraints, trade-offs, failure modes, and the questions a reviewer would ask. Then use the role-aware coding lab for isolated tests and code-quality review around the same skill gaps.
    Coding lab runImplement an idempotent event consumer
    duplicate eventPASS
    out-of-order retryOPEN
    code-quality review2 NOTES
    Project claims become reasoning you can demonstrate
  2. 02Role-aware coding assessment

    Find the actual gap before spending weeks fixing the wrong one.

    Use role-aware coding assessments to inspect test accuracy, code quality, time, and failure patterns under realistic constraints. The scorecard gives you concrete evidence for choosing the next gap to practise instead of ending at one number.
    Assessment runPython · medium · API debugging
    visible tests6 / 6
    hidden tests4 / 6
    code quality82 / 100
    time used27 MIN
    failure typeTIMEOUT
    Results expose the next gap you can choose to practise
  3. 03Adaptive mock interviews

    Practise the exchange, not a memorised answer sheet.

    Run technical, behavioural, and role-specific mocks where follow-ups respond to what you actually say. Interrupt, rethink, defend a choice, recover under pressure, and leave with a review tied to the next round.
    Live roundBackend engineer · system design
    YOUI’d begin with idempotency…
    DOSTIWhat can still race after that?
    CONTROLBarge-in ready · transcript live
    Speaking patterns and technical gaps sharpen together
EVIDENCE RULE

Show the work honestly. Project coaching, coding labs, assessments, and interview practice can deepen understanding and make evidence easier to inspect, but they are not employment. Readiness and fit signals cannot guarantee selection, placement, or an offer.

04—06 Present · discover · continue

Turn evidence into opportunity. Keep the context intact.

The application side is connected to the work that came before it. Build a grounded resume, discover roles with an explanation of fit, and use Dosti to reason about gaps, priorities, and the next action.

ID

Connected career workspaceEvidence travels. The student stays in control.

04
Resume builder

Tailor an uploaded resume without losing the truth of it.

Start from your existing resume, compare it with a role, and review suggested changes as a visible diff. Dosti can help foreground relevant evidence and improve clarity; it does not invent experience or silently rewrite the source.

− Built backend APIs+ Designed retry handling for duplicate eventsREVIEW / change waiting for approval
Uploaded baseRole comparisonReview diff
05
Personalised job finder

Find roles for your trajectory—not only your search terms.

Rank crawled openings against your goals, preferences, skills, and evidence; inspect the match factors, set alerts, and track each role through your pipeline. InterviewDosti helps you decide and organise—it does not auto-apply.

ROLE / Platform engineer · strong fitFACTORS / APIs · debugging · systemsPIPELINE / saved · application not sent
Match factorsRole alertsPipeline status
06
Dosti context

Return to a companion that still knows the larger goal.

Dosti can continue from your stated goals, profile and resume context, recent mock-round summaries, and a rolling coaching summary. Bring a new coding result, project decision, or role into the conversation when you want help interpreting what comes next.

CARRIES / stated goal → next mentor sessionCARRIES / resume context → role discussionRECENT / mock summary → coaching focus
GoalsResume contextRound summaries

Candidate privacy and institutional use

PRIVACY Candidate-only by design

Your practice is not recruiter content.

You choose when the microphone starts. Transcripts and scorecards stay in your account and are not sold or shared with employers, recruiters, or advertisers.

You control the mic Account deletion available
Read the privacy policy

CAMPUS For colleges and institutes

Make one-to-one practice available beyond the placement office queue.

InterviewDosti can give a structured campus readiness programme an always-available voice companion, while each student's private practice remains candidate-only. Talk with us about the cohort, access model, and rollout you need.

ACCESS PRINCIPLECampus access without a recruiter-facing student score feed.
Discuss a campus rollout

FAQ Questions, answered plainly

Know what the system does—and what it does not.

The conversation can feel natural. The career guidance stays evidence-informed. Neither requires pretending AI controls your outcome.

What does Dosti carry between different parts of the platform?

Dosti can use your stated goals, profile and resume context, recent interview-round summaries, and a rolling coaching summary. You can bring a new coding result, project decision, or role into conversation when you want help interpreting it. The product does not imply that every artifact is automatically added to mentor memory.

How does InterviewDosti help with real-world engineering depth?

Bring the projects already on your resume and use Dosti to probe architecture, constraints, trade-offs, failure modes, and code-quality decisions. Role-aware coding labs add isolated tests and review around specific gaps. The product helps deepen and verify your understanding; it does not turn guided practice into employment history.

Is live interview practice a scripted question bank?

No. A live round starts from the focus and mode you choose, then Dosti forms follow-ups from the conversation. One-way recorded practice is intentionally different because it recreates a fixed screening format.

Can I interrupt Dosti while it is speaking?

Yes. Live interview rooms support voice barge-in, so speaking returns the floor to you. In a mentor room, unmuting while Dosti is speaking sends an explicit interrupt before your next turn.

How do resume tailoring and personalised job finding work together?

Resume tailoring starts from a resume you upload and presents role-relevant changes for your review without fabricating experience. Job discovery then ranks crawled openings, explains match factors, supports alerts, and tracks your pipeline. You still approve every resume change and decide where to apply; InterviewDosti does not auto-apply.

Does a role match, readiness signal, or prep plan guarantee a job?

No. Match explanations, assessments, preparation plans, and coaching are advisory signals. Hiring decisions depend on the role, market, employer, and your real application process.

Are my scorecards visible to employers or recruiters?

No. InterviewDosti is candidate-only and does not sell or share your practice data with employers, recruiters, or advertisers. The privacy policy explains data use, retention, and deletion in plain language.

Is Dosti only for interview preparation?

No. Interviews are one pressure test inside a larger platform. You can deepen existing projects, use role-aware coding labs and assessments, practise live, tailor an uploaded resume, rank and track relevant jobs, and return to Dosti with supported goal, resume, and recent-round context.

One connected platform

Bring a goal. Leave with work in motion.

Deepen projects, test your skills, practise adaptive interviews, tailor your resume, and rank and track roles with more intent. Dosti stays beside the process so you can bring what you learned into the next step without losing the larger goal.

Build your path with Dosti Start from your goal, evidence, and current level