Amalgams brings together competitive exam prep, PSU careers, higher studies, and core tech opportunities into one intelligent learning ecosystem โ powered by NVIDIA NIMs LLMs.

Live Diagnostic Engine
Predictive Score: 88 / 100 (GATE 2025)
Amalgams is built not just for a single exam, but as a lifelong career and intellectual launchpad for engineers.
Precision syllabus coverage, adaptive roadmaps, and real-time rank predictors for 29 engineering disciplines.
Targeted recruitment tracks for ONGC, IOCL, NTPC, ISRO, and BARC scientific officer selections.
Direct research cutoffs, interview experiences, and departmental preference advising algorithms.
Industry-aligned fundamentals in Systems, Algorithms, VLSI, Embedded, and AI/ML architectures.
Start your personalized preparation with 2025 syllabus mapping, standard textbooks, and NPTEL lecture curations.
Computer Science & IT
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Electrical Engineering
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Mechanical Engineering
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Civil Engineering
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Electronics & Communication
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Instrumentation Engineering
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
Chemical Engineering
Complete syllabus coverage with adaptive roadmap, curated NPTEL/GateOverflow materials, and PYQs.
We replaced static question banks with an adaptive cognitive engine that diagnoses weaknesses and accelerates mastery.
Customized learning paths generated by NVIDIA NIMs LLMs tailored to your strengths, target score, and available hours.
Hand-picked materials from NPTEL, GateOverflow, standard textbooks, and top educator lectures mapped topic-by-topic.
Intelligent daily scheduler that adjusts based on problem accuracy, optimizes recall, and detects burnout patterns.
Instant cross-device sync, weak-area diagnostic heatmaps, and empirical percentile forecasting.
Official CBT interface simulator with 15+ years of solved PYQs, step-by-step AI hints, and virtual calculator.
Collaborative discussion threads, peer comparisons, and mentor-assisted conceptual clarity.
See how engineers across India cracked top scores using Amalgams structured learning pathways.
โThe personalized roadmap made all the difference. When I struggled with Operating Systems, the AI suggested exact micro-subtopics to revise before moving forward.โ
Priya Sharma
GATE CS 2024 โข Score: 89/100
โCurated NPTEL timestamps combined with GateOverflow PYQ explanations saved me 200+ hours of wandering through scattered resources.โ
Rahul Verma
GATE EE 2024 โข Score: 85/100
โThe adaptive daily schedule kept me accountable during final college semester exams. The score prediction was accurate to within 2 marks.โ
Anita Reddy
GATE ME 2024 โข Score: 82/100

Join 50,000+ ambitious engineers using Amalgams. Instant roadmap generation, diagnostic baseline test, and full syllabus access.