CV & LinkedIn
Making sure your experience is presented clearly, accurately and with genuine impact.
- CV review
- LinkedIn profile review
- Positioning experience effectively
- Improving clarity, impact and presentation
Practical CV, interview, application and career guidance from a Machine Learning Software Engineer at Amazon who has supported 100+ students and mentees, and secured offers from Amazon, Citi, Barclays and IBM through cold applications.

A quick summary of the industry, academic and mentoring background behind the guidance.
Machine Learning Software Engineer at Amazon
Current role
Previously interned at Amazon
Presented work to senior leadership up to 3 reporting levels below the Amazon CEO
Enterprise experience
Finance and travel, plus multiple startups and a co-founder role
First-Class Honours MSci
Computer Science, King's College London
100+ students & mentees
Supported across teaching, tutoring and mentoring roles
Offers from Amazon, Citi, Barclays & IBM
All secured through cold applications
Managed & mentored engineers
On technical skills and team leadership, with mentees later going on to roles at Arm, NatWest and Paytm
Currently a career mentor
Following a teaching assistant, tutoring and university mentoring background
Received offers from Amazon, Citi, Barclays and IBM - all secured through cold applications.
Practical, evidence-based support across the areas that most affect how you're assessed and how quickly you progress.
Making sure your experience is presented clearly, accurately and with genuine impact.
Structuring your search so effort goes where it's most likely to convert into offers.
Building genuine confidence through structure, practice and honest feedback.
Getting clarity on direction, priorities and the gaps most worth closing.
I believe there are a lot of hard-working, capable people who simply don't know which steps they need to take to reach their career goals.
I know that because I struggled with the process myself. I made mistakes, learned from them, adjusted my approach, and eventually figured out what worked.
I'm a strong believer that guidance from someone with relevant experience can reveal gaps you didn't even know were there - whether that's how you position your CV, approach applications, prepare for interviews, or decide what to prioritise.
Universities do a great job of educating students academically, but there often isn't enough focus on how to actually navigate the job market. As a result, highly capable students can graduate with strong grades and still struggle to secure opportunities.
The job market is challenging, and asking for guidance can make a real difference. My goal is to help people understand what to improve, what to focus on, and how to approach the process with much more clarity and confidence.
100+ students and mentees supported in total across these roles.
My goal isn't simply to give you a list of things to change. I want to understand where you are today, identify the gaps that may be holding you back, and work with you to improve them.
That could mean strengthening your CV, improving how you approach applications, becoming more confident in interviews, changing how you position your experience, or simply getting much clearer on what your next steps should be.
Ultimately, I want to increase your chances of reaching the career goals you're aiming for.
For some people, that might mean a single session that gives them the clarity they were missing. For others, ongoing mentoring can be more effective because it allows me to understand their goals, track progress, identify patterns over time, and give advice that is much more tailored.
It was a great time working with you. Learnt a lot.
Working with you was an incredible learning experience.
I learnt a lot throughout this and I enjoyed working with you.
Simple per-session and per-review pricing. No subscriptions or bundles - book individually, as often as suits you.
Live online sessions, tailored to whatever you need most.
First session 50% offDetailed written feedback, delivered within 3 working days. Asynchronous - no live session included.
Refer someone who books and pays for any 1-to-1 session, CV review or LinkedIn review, and you'll receive 10% off your next session or review. This can be earned every time a successful referral pays.
Choose what you need below - each option opens simple instructions, then takes you to LinkedIn to request it.
Live online mentoring on CVs, applications, interviews or career strategy - tailored to you.
Detailed written feedback on your CV, delivered within 3 working days.
Detailed written feedback on your LinkedIn profile, delivered within 3 working days.
Choose a servicePick a session or written review above.
Request it on LinkedInFollow the short instructions through to my Services section.
I'll confirm detailsI'll reply to confirm and arrange timing or next steps.
Anyone looking for career support, especially students, graduates and early-career professionals applying for internships, placements, graduate roles or other opportunities.
Yes, all 1-to-1 mentoring sessions are online.
Use the LinkedIn booking buttons on the site. The button will show instructions for requesting the relevant service through the Services section on Vishal's LinkedIn profile.
Exact times are confirmed directly over LinkedIn after a request is submitted.
Current CV, target roles, background, previous applications or interviews, current challenges, goals, and any other relevant context.
Clients receive verbal feedback during the session, clear action items, and meeting notes. Follow-up clarification questions are also welcome.
No. One-off sessions are welcome. However, ongoing mentoring can be more effective because it allows Vishal to understand your goals and progress in more depth over time.
Written feedback is delivered within 3 working days.
No. They are standalone written reviews completed asynchronously.
Payment is made by bank transfer once the session or review is confirmed.
Yes. Plans can change. Please give as much notice as possible and another time can be arranged. Repeated last-minute cancellations or no-shows may require payment before future sessions are confirmed.
CV and LinkedIn reviews are non-refundable once work has begun.
Yes. The first 1-to-1 mentoring session is 50% off.
Refer someone who pays for a session or review and receive 10% off your next session or review. This can be earned every time a successful referral pays.
No. Career mentoring is designed to improve positioning, preparation and decision-making, but outcomes vary and no interview or employment outcome can be guaranteed.
The service is currently available to clients aged 18 and over.
Book a session or request a written review - everything runs through LinkedIn, and I'll reply to confirm details.
Book via LinkedIn