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Mechanical engineer seeks new path: Data science or stay the course?

Aasif Ahmed Khan

Aasif Ahmed Khan   |164 Answers  |Ask -

Tech Career Expert - Answered on Jul 22, 2024

Aasif is a mechanical engineer with 16 years of experience, specialising in maintenance, troubleshooting, planning, training and creating documents. He currently works as a manager at Rashtriya Chemical and Fertilizers Ltd in Mumbai.
Aasif is passionate about guiding students and aspiring engineers as they aim to choose the right educational paths, including courses and colleges.
He holds a bachelor's degree in mechanical engineering from the Indore Institute of Science & Technology in Indore and is currently pursuing a master's degree in thermal and fluid engineering at the Indian Institute of Technology, Mumbai.... more
Asked by Anonymous - Jun 30, 2024Hindi
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I am having 5yrs of experience in Mechanical engineering piping design.Is It wise to leave this Field and Start leaving data science and Start a job as a fresher? I am looking for monetory growth and opportunities which is less in my core EPC and lots of politics.can you help me?

Ans: Transitioning from mechanical engineering to data science can be a significant career shift, but it can also offer substantial opportunities for growth and higher earnings. However, it requires careful planning and a willingness to start anew. Balancing the potential benefits against the initial challenges will help you make an informed decision.
Acquiring new skills in programming (Python, R), machine learning, and data analysis will require dedicated time and effort.
Consider enrolling in online courses or bootcamps to gain these skills. Platforms like Coursera, edX, and Udacity offer specialized programs in data science.

Steps to Transition
Firstly you have to enroll in data science courses and earn certifications to build your knowledge and credentials.
Practical experience through projects and internships can be invaluable.
Enhance networking, join data science communities and attend industry events to build connections and learn from professionals in the field. Highlight your engineering background and problem-solving skills in your resume and during interviews. Emphasize how these skills can be applied to data science.
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Shekhar

Shekhar Kumar  |157 Answers  |Ask -

Leadership, HR Expert - Answered on Apr 29, 2024

Asked by Anonymous - Apr 22, 2024Hindi
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I passed out in 2020 and started my career as mechanical design engineer i started working for a drone startup as a product designer and now i am working as design engineer in a service based MNC, i have total 3 years of experience is it okay if i shift my role into data analytics, business analyst, operations analyst or something like that.
Ans: Transitioning from a mechanical design engineer role into fields such as data analytics, business analysis, or operations analysis is definitely possible, especially with your three years of experience and a background in engineering. As a mechanical design engineer, you likely have developed valuable skills such as problem-solving, critical thinking, attention to detail, and proficiency in technical tools and software. Evaluate how these skills can be applied to roles in data analytics, business analysis, or operations analysis. Consider acquiring additional skills and knowledge relevant to your target roles. This may include learning programming languages (e.g., Python, R, and SQL), statistical analysis tools, data visualization techniques, and business analysis frameworks. Explore online courses, certifications, or boot camps in data analytics, business analysis, or operations management to enhance your qualifications and credibility in these fields. Connect with professionals working in data analytics, business analysis, or operations roles to learn about their experiences, career paths, and skill requirements. Join industry groups, attend networking events, and participate in online communities to expand your professional network and gain insights into potential career opportunities. Update your resume and LinkedIn profile to highlight relevant skills, experiences, and achievements that demonstrate your suitability for roles in data analytics, business analysis, or operations analysis. Tailor your job search strategy to target companies, industries, or sectors that value cross-functional skills and welcome candidates from diverse backgrounds.

Overall, transitioning from a mechanical design engineer role into data analytics, business analysis, or operations analysis is feasible with the right mindset, skills, and preparation. By leveraging your existing experiences, acquiring new skills, and networking effectively, you can position yourself for success in your desired career path.

..Read more

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Ramalingam

Ramalingam Kalirajan  |8328 Answers  |Ask -

Mutual Funds, Financial Planning Expert - Answered on May 10, 2025

Asked by Anonymous - May 09, 2025
Money
Sir, we had a dispute in our ancestral property we approached the court and the verdict said we are entitled to a portion of the property The dispute was the land was sold without our knowledge etc., after getting the verdict we got patta, registration in our name. Now we are planning to sell the land, a lawyer said get a ratification deed, I don't know what it is and also weather it is needed or not. The lawyer called us and said the the other party who has purchased the land illegally is not agreeing to sign and is asking money to settle the matter as he has purchased the land. Even after receiving court orders this kind of dodging is happening. The amount of money he is asking is senseless, even if I sell the land I wouldn't get that much amount, I am unable to put in writing many other problems kindly advise what next steps to take. also let me know what are all the documents to have as a owner. Thank you
Ans: You have taken rightful steps. Court verdict is in your favour. That shows your legal ground is strong.

But still, the other party is asking for money. That too, an unfair amount. You also mentioned a lawyer suggested getting a ratification deed. Let us try to understand the full situation and assess all possible options. We will also cover what documents are needed to prove your ownership.

This reply gives you a 360-degree view. It will help you make a sound and confident decision.

Understanding Your Current Legal Standing
You said the land was sold without your knowledge. That makes the original sale illegal. The court has agreed with you. That is a key win for you.

You now have patta and registration in your name. These are strong documents. They show you have legal title.

Based on this, you are now the legal owner. That means you have the full right to sell the land. But the buyer must also be confident. So legal clarity is very important.

What Is a Ratification Deed?
A ratification deed is a It confirms a past act done without proper authority. The current party gives approval to that act.

In your case, it seems the buyer who bought the land earlier is being asked to “ratify” that sale. That is, to agree that you are the rightful owner now.

This is not a mandatory document by law. But it is sometimes used to make the title stronger. Some buyers or their banks ask for it.

However, since the court has already ruled in your favour, you may not legally need it. You already have the stronger claim.

Why Is the Buyer Still Causing Issues?
The person who bought the land earlier might feel he lost money. He may think the sale to him was legal. But since the court disagreed, he now holds no right.

His demand for money is unjust. It is a pressure tactic. He is trying to recover his loss by troubling you.

You are not legally required to pay him. He has no power to stop your sale.

Assessing Options Now
You can now evaluate your next steps from three angles – legal, practical, and financial.

Legal Options
Talk to your lawyer again. Ask: is a ratification deed mandatory in your case?

Get a written legal opinion. This should clearly mention your rights and position.

File a complaint if the other party is threatening you or asking money.

Send a legal notice through your lawyer to that person. Mention that he has no right now.

Practical Options
Try selling to a buyer who trusts the court order. Show them all documents.

Explain clearly that title is clean. Show the judgment, patta, and registration.

Use a reputed real estate lawyer for the sale. That gives buyers more confidence.

Financial Assessment
Do not agree to pay huge amounts. It may cause loss for you.

If needed, consider a small settlement. But only after full legal review. And only if it makes the sale smooth and quick.

Ask yourself: Even if I settle, will the person agree to give in writing? If not, don’t pay.

Must-Have Documents to Sell the Land
As a rightful owner, you must hold the following papers:

Patta in your name (this is land ownership proof)

Registered sale deed or title deed (issued after the court judgment)

Copy of the court verdict

Encumbrance Certificate (EC) (shows your name as the current legal holder)

Legal heir certificate, if you inherited the land

Property tax receipts in your name

Aadhar and PAN card copies

Suggested Steps to Make Sale Smooth
Get a detailed Title Certificate from a lawyer. It should mention the court case and outcome.

Keep a summary note ready. It should explain how you became owner.

Ensure name match across all your documents.

Keep a certified copy of court order with you at all times.

Use a reputed property consultant or broker only if needed. Prefer buyers who are local and familiar with such cases.

Emotional and Mental Pressure
You also mentioned you are facing many other issues. That is understandable. Land disputes take a heavy toll on health and peace of mind.

Please do not worry. You already have legal strength.

You have cleared a big milestone by getting the court’s support.

Don’t allow fear or threats to stop you.

Stay strong. Keep family informed. Talk regularly with your lawyer.

How Certified Financial Planner Can Help
A Certified Financial Planner (CFP) can guide you better with your sale proceeds.

If you plan to sell, prepare a written cash flow plan.

Think about your family’s short-term and long-term needs.

Keep emergency funds aside. Don’t invest all money at once.

Mutual funds managed by professional advisors can be considered. They offer long-term wealth building.

What Not To Do
Do not deal in cash. Always use cheque or bank transfer.

Do not sign any paper without lawyer check.

Do not get emotionally disturbed by their false threats.

Do not delay your next steps due to confusion or fear.

Finally
You have shown good courage. You followed the legal process. You now own the land as per law.

The other party is only trying to misuse your fear. Do not fall for it.

If the buyer still refuses to cooperate, avoid them. Choose another buyer.

If a ratification deed is insisted by your new buyer, ask your lawyer: Is it really needed?

If not needed, move ahead without it.

If needed, try again to convince the other person. If they demand unreasonable money, don’t agree.

Let your lawyer send notice. You can also explore police help if needed.

Always work with proper documents. Keep everything in writing.

Keep calm and move forward. With legal support and proper documents, you will win.

If you need help with managing the money after sale, we can help with a long-term financial plan.

Best Regards,
K. Ramalingam, MBA, CFP,
Chief Financial Planner,
www.holisticinvestment.in
https://www.youtube.com/@HolisticInvestment

...Read more

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