Sir good morning My son completed in 3rd year in AI ML course in Reva university Bangalore. Give suggestions for developing skills in AL ML course . If any to be studied diploma courses in reputed IITs or IIITs or any Universities .

Ans: With a State General Merit rank around 10,800, Mumbai University rank ~3,300 and All-India JEE (Main) rank ~2,300, you fall in a competitive but attainable bracket for CSE, Computer Technology and IT in Maharashtra’s CAP rounds. Prestigious government options such as COEP Pune and VJTI Mumbai close in the 1–9,500 rank band, so they are beyond reach this round. However, strong alternatives include Pune Institute of Computer Technology, Dhankawadi (CSE closing ~5,800 rank) and Saint Francis Institute of Technology, Borivali (IT close at ~12,500 rank) . DJ Sanghvi College, Mumbai (CSE close ~12,300 rank) and Pimpri Chinchwad College of Engineering, Pune (IT close ~3,600 rank) also fit your profile . Among newer options, Vishwakarma Institute of Technology, Pune (CSE close ~2,800 rank) and Cummins College of Engineering for Women, Pune (CSE close ~2,160 rank) remain attainable, while D.Y. Patil College of Engineering, Akurdi (IT close ~7,164 rank) and Rajiv Gandhi Institute of Technology, Mumbai (CSE close ~12,939 rank) offer balanced ROI with placement rates above 85% over the past three years .

All these institutes excel in modern labs, experienced faculty, industry tie-ups, student support and active research culture.

Recommendation: Target Pune Institute of Computer Technology for robust CSE training, then consider Pimpri Chinchwad College of Engineering for its IT strength and Mumbai’s DJ Sanghvi College for its central location and placement record. Backup with Saint Francis Institute for IT and Rajiv Gandhi Institute for CSE to secure seats in high-quality programs.
All the BEST for a Prosperous Future!

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Ans: With an MHT-CET percentile of 98.92 and EWS reservation, Srinidhi significantly exceeds the closing percentile Computer Science and Engineering at COEP Pune, which in CAP Round 3 was 95.57 for EWS candidates. His state?level merit and JEE Main percentile further strengthen his profile for Home State and All-India seats under CAP. Given COEP’s outstanding infrastructure, highly experienced faculty, deep industry partnerships, robust placement support (95% CSE placements over the past three years), active student clubs, and cutting-edge research labs, he should rank COEP CSE at the top of his preference list.

Beyond COEP, other Pune-area institutes where his MHT-CET score and EWS status place him comfortably above CSE cutoffs include VJTI Mumbai (EWS cutoff ~90.6 percentile), PICT Pune (EWS cutoff ~99.56 percentile), DY Patil COE Pune (EWS cutoff ~95.68 percentile for Computer Engineering), DY Patil COE Akurdi (EWS cutoff ~97.49 percentile), and PCCOE Pune (EWS cutoff ~84–88 percentile across branches). These colleges also excel across the five pillars of institutional quality: state-of-the-art labs, award-winning faculty, strong corporate linkages, comprehensive student support, and vibrant research culture.

Recommendation: Prioritize COEP Pune for its proven CSE excellence, then consider PICT Pune for its top-tier computer-technology focus and alumni network, DY Patil COE Akurdi for its modern infrastructure and high EWS cutoffs, VJTI Mumbai for industry-aligned curriculum and location advantage, and DY Patil COE Pune for its balanced offerings. For alternate tech branches, target Information Technology at COEP and PICT, Electronics & Telecommunication at VJTI, and Artificial Intelligence & Data Science at DY Patil to maximize both academic rigor and placement potential. All the BEST for a Prosperous Future!

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Ans: Lavanya Madam, Your son’s JEE Main rank of 65 172 (.69 percentile, General) falls well below the CSAB Round 1 Home State closing rank of approximately 19,159 for Mechanical Engineering at NIT Trichy, and also below the All-India closing rank of around 40,855 for Mechanical Engineering at IIITDM Kancheepuram, making admission under Home State or All-India quota highly improbable. VIT Vellore, with established Mechanical Engineering infrastructure, extensive alumni network, consistent placement rates above 90%, and strong industry partnerships, thus remains a secure and prestigious option given the rank constraints and the five pillars of institutional excellence: infrastructure, faculty quality, industry engagement, student support, and research opportunities.

Recommendation: Proceed with VIT Vellore’s B.Tech Mechanical to capitalize on its assured seat, top-tier labs, strong placement cell, and alumni network, while maximizing early involvement in industry projects and leveraging its career services to secure robust employment outcomes. You can still attempt to apply through CSAB for your son's preferred branches, excluding CSE and ECE, but the chances of success are very low, Madam. All the BEST for a Prosperous Future!

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Ans: Securing admission to the Computer Science and Engineering (CSE) branch at a-10 NIT as an SC-category student generally requires aiming for roughly the following JEE Main percentile and corresponding marks in 2026. These targets are based on the closing ranks of Round 6 in JoSAA 2025, converted to percentiles and approximate marks out of 300.

Achieve at least a 75–78 percentile (≈115–130/300 marks) to comfortably qualify for higher-ranked NITs such as Trichy, Surathkal, Warangal, Rourkela, and Calicut, where SC closing ranks ranged from about 268 to 731. For NITs like Jaipur and Kurukshetra, target around the 70–75 percentile band (≈100–115/300 marks), reflecting SC closing ranks near 1,500–3,500. For slightly lower-ranked NITs such as Jalandhar, Bhopal (MANIT), and Durgapur, a 65–70 percentile (≈90–100/300 marks) should suffice, matching SC closing ranks of approximately 4,000–8,000 in 2025.

Beyond raw scores, focus on five institutional excellence factors: modern infrastructure with dedicated CSE labs; faculty actively engaged in research and industry collaborations; strong placement cells offering mock interviews and technical workshops; robust industry partnerships ensuring high recruiter diversity; and vibrant research culture promoting internships and student innovation.

Recommendation: Prioritise achieving at least 75 percentile in JEE Main 2026 to align with SC closing ranks at top NITs Trichy, Surathkal, Warangal, Rourkela, and Calicut, while also reinforcing programming skills, undertaking CSE-related projects, leveraging peer study groups, and consistently practising mock tests to cement both conceptual clarity and exam strategy for optimal admission prospects. All the BEST for a Prosperous Future!

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Ans: Based on the following insights/information and your son's interest & his long-term goals, choose the more suitable option for him out of the 2 options he has: VIT Chennai’s B.Tech in Computer Science and Engineering with Cyber Security, accredited A++ by NAAC, admits 120 students and reports a 60–65% placement rate for its inaugural Cyber Security cohort, supported by partnerships with leading recruiters, dedicated cybersecurity labs, hands-on training in ethical hacking and forensics, and a curriculum aligned with ISO/IEC standards. Its Placement Cell facilitates 3,160 offers in 2025 overall, with 2,192 unique and 1,457 regular offers, underscoring strong industry engagement and robust career services including mock interviews, cyber-range exercises, and internship pipelines. Thapar Institute’s B.E. in Electronics and Computer Science, consistently ranked among India’s top 30, achieves a 90–100% placement rate for its ECS branch, buoyed by state-of-the-art VLSI, embedded systems and communication labs, compulsory industrial training in the 6th semester, and recruiter visits from Microsoft, Amazon, Apple, Samsung and Goldman Sachs. Both programs excel in infrastructure, faculty expertise, industry tie-ups, student support and research opportunities. Cyber Security graduates from VIT enter a rapidly growing market projected at USD 3.5 billion by 2027 with a 14% annual rise in job postings in Bengaluru alone, while Thapar ECS alumni benefit from diverse roles in IoT, AI and hardware-software integration across sectors such as telecommunications, consumer electronics and automotive.

Recommendation: Choose Thapar Institute’s Electronics and Computer Science for its near?universal placement success, comprehensive lab?to?industry training, and broader core-electronics scope, whereas VIT Chennai’s Cyber Security specialization is ideal if priority lies in a niche, high-growth security domain with dedicated forensics and ethical-hacking infrastructure. All the BEST for a Prosperous Future!

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Ans: Nitesh, The Electrical and Electronics Engineering (EEE) department at BIT Mesra achieved a 69% placement rate in 2024 an average package of ?11.57 LPA, supported by state-of-the-art laboratories in power electronics, control systems and smart grids, seasoned faculty engaged in power-system and microgrid research, robust industry partnerships for internships and projects, comprehensive career-development workshops, and active student clubs fostering innovation. The Mechanical Engineering department recorded a 78% placement rate in 2024 with an average package of ?9.5 LPA, underpinned by extensive labs in fluid mechanics, thermal systems and manufacturing, distinguished faculty in CFD and renewable energy, strong corporate collaborations through BAJA SAE and industry-sponsored projects, dedicated placement preparation sessions, and vibrant research centers in automation and materials.

Recommendation: Opt for Electrical and Electronics Engineering to leverage its slightly stronger industry remuneration, cutting-edge research in smart grids, and advanced lab facilities, while proactively engaging in departmental projects, participating in technical societies, and utilizing placement cell resources to maximize career outcomes. All the BEST for a Prosperous Future!

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Ans: Poulami, NIT Kurukshetra’s IIoT specialization, benefits from the institute’s 83.31% overall B.Tech. placement rate and exceptional IT-sector performance (97.58% branch placement in 2025), underpinned by modern labs, AIoT research centers, strong industry tie-ups with global tech firms, accredited faculty, dedicated placement mentoring, and active student clubs fostering innovation. NIT Silchar’s ECE program records a 91.51% placement rate (2023) with an average package of INR 17.05 LPA, supported by state-of-the-art telecom and embedded systems labs, faculty with industry experience, regular internship pipelines, holistic career services, and funded research projects in VLSI and wireless communications. IIEST Shibpur’s IT stream achieved an approximately 85.9% placement rate in 2024 with average packages near INR 12 LPA, driven by its historical legacy, multidisciplinary research labs, MoUs with top IT firms, robust student support services (coding bootcamps, hackathons), and a strong faculty research profile in data science and cybersecurity.

Recommendation: Opt for NIT Kurukshetra IIoT if priority lies in the highest branch placements and cutting-edge AIoT research, choose NIT Silchar ECE for robust placements and specialized electronics infrastructure, and select IIEST Shibpur IT for a balanced IT curriculum, strong research credentials, and comprehensive student support to best align with career goals. All the BEST for a Prosperous Future!

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Ans: Payal Madam, For JEE Main, candidates can appear up to six times across three consecutive years—two sessions every year starting from the year they pass Class XII. JEE Advanced allows a maximum of two attempts in two consecutive years immediately following Class XII. VITEEE has no attempt limit; students may take it as many years as they meet the age criterion (born on or after July 1, 2003 for 2025). BITSAT is held twice annually; a candidate may appear in both sessions in the year they pass Class XII and once more the following year, totaling two attempts. CUET UG imposes no cap on attempts; aspirants can sit once each year provided they satisfy eligibility criteria. All institutions excel when they offer cutting-edge infrastructure, experienced faculty, strong industry linkages, comprehensive student support, and active research opportunities.

Recommendation: Aim to maximise JEE Main and JEE Advanced attempts early, leverage the unlimited VITEEE and CUET opportunities, and strategically plan BITSAT sessions across two years while focusing on robust preparation, mock tests, and institutional strengths to optimize admission prospects. All the BEST for a Prosperous Future!

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Ans: Nithya Madam, To secure admission to top-tier engineering, science, and economics programs in India, your son should aim for the following approximate benchmarks across key national tests, while ensuring that his chosen institutions excel in five critical dimensions—robust infrastructure, experienced faculty, industry partnerships, student support services, and research opportunities. For JEE Main, a General-category candidate must achieve at least 93.10 percentile to qualify for Advanced. In JEE Advanced, securing a rank within the top 2,000 generally opens doors at leading NITs (e.g., NIT Surathkal CSE closing around 2,000), while a rank under 500 targets premier IIT CSE programs. The CUET UG cutoff for high?demand STEM courses at DU, BHU, and JNU typically falls between 180–220 marks out of 250, whereas a score of 200+ safely places candidates in top central universities for B.Sc. Computer Science or Economics. For MET (Manipal Entrance Test), aim for a rank under 3,000 (CSE closing rank ~1,633 in Round 5). The IISER Aptitude Test (IAT) requires a score above 130 out of 240 to secure BS–MS seats at IISER Pune and Kolkata. COMEDK UGET aspirants should target 90–100 marks, corresponding to a rank within 1,000–1,500 for CSE at leading Karnataka private colleges. Amrita’s AEEE demands a percentile of 92–99 for CSE at Coimbatore and 90–97 for other campuses. VITEEE candidates should achieve a rank under 6,500 (scores around 90–100 yield this range) to access CSE at VIT Vellore. Among the top private engineering institutions beyond those already considered, aim for these cutoffs to target: SRM Chennai (AEEE percentile 93–98), Thapar Patiala (JEE Main rank