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Dr Dipankar

Dr Dipankar Dutta  |1900 Answers  |Ask -

Tech Careers and Skill Development Expert - Answered on Aug 22, 2026

Dr Dipankar Dutta is an associate professor in the computer science and engineering department at the University Institute of Technology, the University of Burdwan, West Bengal.
He has 27 years of experience and his interests include AI, data science, machine learning, pattern recognition, deep learning and evolutionary computation.
Aside from his responsibilities at the college, he also delivers lectures and conducts webinars.
Dr Dipankar has published 25 papers in international journals, written book chapters, attended conferences, served as a board observer for WBJEE (West Bengal Joint Entrance Examination) exams and as a counsellor for engineering college admissions in West Bengal. He helps students choose the right college and stream for undergraduate, masters and PhD programmes.
A senior member of the Institute of Electrical and Electronics Engineers (SMIEEE), he holds a bachelor's degree in engineering from the Jalpaiguri Government Engineering College and a an MTech degree in computer technology from Jadavpur University.
He completed his PhD in engineering from IIEST, Shibpur (formerly BE College).... more
Dev Question by Dev on Aug 20, 2026
Career

Hello, I am confused between Web development and Ai Ml. Which should I learn first between these two which is more necessary to get a good sustainable career, fast income whether a full time job or freelance project. I am confused because I need money whether full time or freelance role main thing to have a good income source so which to choose please help me.

Ans: What is your age and qualification?
Asked on - Sep 06, 2026 | Not Answered yet
Sir I have done MCA , so I am confused what should I chose web development or Ai ml

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Nayagam P

Nayagam P P  |12553 Answers  |Ask -

Career Counsellor - Answered on Jan 22, 2026

Career
Hello, I am 25 years old have completed MCA in 2024, I have no experience in IT, I want to go in IT but because of current Layoffs i fear if same situation could happen with me, and Because of AI my web development field can be overtaken by AI, so I am worried about it what to do should I pursue IT or should I change my career or should I learn Ai, machine learning, cloud please guide me what to do so that I can have a good career and a good earning so that I can give myself and my family a good life please guide me
Ans: Dev, Your Fear vs. Reality: India's IT sector demand reached 1.8 million roles in 2025 (16% growth); MCA graduates show 71% employability—your qualification is valued. Web development isn't disappearing; it's transforming: AI automates routine coding while developers become "AI managers" solving complex problems, requiring you to develop AI literacy alongside coding skills. Optimal Strategy: Pursue IT immediately but strategically specialize in emerging technologies (AI/ML, Cloud Engineering, DevOps). Entry-level AI/ML roles command Rs.6–8 LPA rising to Rs.20–50 LPA for specialists; traditional web development enters at Rs.4–6 LPA with slower progression. India's AI market projects 39% job growth with 30–35% salary premiums for Generative AI and MLOps specialists. Action Plan: (1) Apply aggressively to IT companies offering AI/ML or Cloud projects—largest hiring surge; (2) During first role (12–18 months), simultaneously earn foundational AI certifications (AWS, GCP, TensorFlow) costing Rs.30,000–50,000; (3) Transition to emerging tech role leveraging combined MCA + AI credentials within 24 months. This pathway eliminates your vulnerability to AI disruption while capturing Rs.15–25 LPA earning potential within 3–5 years. Family security depends on your specialization trajectory, not IT industry fear. All the BEST for Your Prosperous Future!

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Latest Questions
T S Khurana

T S Khurana   |571 Answers  |Ask -

Tax Expert - Answered on Sep 07, 2026

Money
a. An apartment in a four in one building was purchased by me on 18/02/1991 at a cost of Rs.2,60,000/- b. All the four owners of the building decided to go for redevelopment and Joint Development agreement was done with a builder on 12/02/2019. c. As per agreement total 6 flats will be constructed of which four for original owners and two for the builder. d. The vacant possession of the building was handed over to builder only during June 2019. e. Building demolition permission was obtained on 5/08/2019 f. New Building approval was given on 9/10/2020. ( The delay was due to Coastal Zone permission and new FSI rule approval ) g. Completion certificate was obtained on 8/3/2023. h. There was nil monetary transaction between owners and builder. i. The builder sold his flats for RS.1.04 crore and Rs.1.02 crores respectively 0n 30th June 2023.(ie.on getting completion certificate) j. Now I propose to sell my flat for 1.125 crore. BASIC DETAILS : I. I have Pension income, Interest from deposits and Dividend income from my Bank’s shares and am a regular IT payer. II. I have two house properties of which the above is one and another is a dilapidated house in a remote village with taxable value of Rs.35/- III. I was showing the house property income of Rs.35/- under ITR2 till assessment year 2020-21. IV. On demolition of the above flat in 2019, I was showing the village property only as self-occupied with NIL income under ITR1. V. This continued till assessment year 2025-26. ( It means for assessment years 2023-24,2024-25 and 2025-26 the reconstructed property was omitted to be shown in IT. The effect on taxation is Rs.11/- per year considering the village property’s taxable value) VI. This year I have shown both the properties as self-occupied in my IT return Advise sought: A. How to ascertain the value of property on the date of completion certificate? B. The property not being alienated, the capital gains should be “NIL” as on 2023. But in 2023-24 IT return it was not brought out. What is course correction for it now? C. What will be the Capital gain on sale of this property now - may be during September?
Ans: Relavent dates and figures are :
01. Purchase Price (1991) Rs.2.60 (L).
02. Expected Sale Price (2026) Rs.112.50 (L).
03. No Cost/Expenses were incurred during 12.02.2019 to 2026 (expected Sale date).
04. You will have to pay LTCG based on these figures.
05 (a). TAX PLANNING : You should get a Valuation Certificate from Architect, about the value of your Flat as on 01.04.2001. This can be treated as Cost of your property/flat in 2001. Indexation benefit may be taken from this date & this value.
05 (b). Since you occupied this Flat during the period from 2001 (date of valuation) till June-2019, you can claim Maintenance & Renovation Cost during this period, if any. This shall reduce your tax liability.
05 (c). Cost or Value an on date of completion certificate, is not relevant in this case. Cost of newly build flat shall be considered as explained in above points.
06. LTCG shall be taxed at rate of 12.50% without Indexation or @ 20% with Indexation.
07. Exemption can be claimed u/s 54 if you purchase another Residential unit, with in specified time. You can also purchase Capital Gain Bonds up to Rs.50.00 (L) to save Tax.
08. You are most Welcome to write for any further details or points, if required. Thanks.

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Nayagam P

Nayagam P P  |12553 Answers  |Ask -

Career Counsellor - Answered on Sep 07, 2026

Asked by Anonymous - Sep 06, 2026
Career
Hello sir Can you suggest me which college should I target Based on mht cet in ACAP/SPOT ROUND For tech branch at 85 percentile Ladies obc mh candidature
Ans: Based on your MHT-CET percentile, Maharashtra candidature, OBC category and female candidature, you can consider the following colleges for ACAP/Institute-Level or Spot Round opportunities, depending on the vacancies available: A) Dream – Apply, but don’t depend much on these: 1) PCCOE, Ravet – CSE/AI-DS; 2) AISSMS IOIT, Pune – IT/E&TC; 3) MMCOE, Karvenagar – AI-DS/E&TC; 4) MIT Academy of Engineering, Alandi – CSE/IT; 5) JSPM RSCOE, Tathawade – E&TC/other technology branches. At 85 percentile, these should be treated as aspirational options, with ACAP/spot vacancies determining the actual opportunity.

B) Target – Best ACAP/Spot opportunities: Dr. D. Y. Patil Institute of Technology, Pimpri-Akurdi – AI-DS/E&TC; 7) Dr. D. Y. Patil Technical Campus, Talegaon – CSE/AI-DS; 8) Dhole Patil College of Engineering, Pune – IT; 9) Zeal College of Engineering & Research, Pune – AI-DS/IT; 10) Sinhgad College of Engineering, Vadgaon – IT; 11) D. Y. Patil College of Engineering, Lohegaon – AI-DS/E&TC. This should be the primary focus because these options provide a more realistic balance between college quality, technology branches and the possibility of ACAP/spot vacancies.

C) Safe – Keep as strong backups
JSPM Narhe Technical Campus – CSE/IT/AI-DS; 13) RMD Sinhgad School of Engineering – IT/AI-DS; 14) Pillai College of Engineering, New Panvel – IT/Computer; 15) Terna Engineering College, Navi Mumbai – IT/Computer; 16) SIES Graduate School of Technology, Navi Mumbai – IT/Computer. These should be maintained as practical backup choices if preferred Pune options do not materialise.

Recommended preference order: 1) DYP Talegaon CSE, 2) Dhole Patil IT, 3) Zeal AI-DS, 4) Sinhgad IT, 5) DYP Akurdi AI-DS/E&TC, 6) AISSMS IOIT E&TC, 7) PCCOE-R AI-DS, 8) JSPM Narhe CSE/IT, 9) RMD Sinhgad IT, and 10) DYP Lohegaon AI-DS/E&TC. ACAP/Institute-Level vacancies are dynamic, so these are targets rather than guaranteed admissions; Maharashtra CET Cell requires institute-level admissions to follow the prescribed admission rules and merit process. All The Best for Your Prosperous Future!

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Archana

Archana Deshpande  |132 Answers  |Ask -

Image Coach, Soft Skills Trainer - Answered on Sep 06, 2026

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