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Dashboard
Week — · Target: Google
MISSION
"In the intersection of logic and creativity lies true innovation."
Technologist driven by the impulse to create. Architecting systems at VIT Chennai.
Roadmap
0%
Phase 1 of 6
LeetCode
Connect LeetCode
GitHub
Connect GitHub
CF Rating
Connect Codeforces
COGNITIVE LOAD ANALYST
Productivity Recommendation
AI // ONLINE
OPTIMIZATION
High
Sprinting Phase
Analyzing your trajectory... Current LeetCode consistency suggests you should pivot to **System Design (Phase 3)** to maximize your retention window. Focus on **Concurrency** patterns today.
Daily Mastery Checklist
2 LeetCode Mediums
Review 1 System Design Pattern
30m Tech Fundamental Reading
Update Journal / Reflection
Quick Jumps
Tech Intelligence
Live Global Industry Pulse
Today's Schedule
Deep Focus
Start Sprint
25:00 Pomodoro Protocol
Quick Intel
Profile
PIYUSH KUMAR · VIT CHENNAI
Academic Profile
COLLEGE
V.I.T CHENNAI
BATCH
2025 — 2029
AMBITION
SOFTWARE FIELD · GAME DESIGNER · WEB-TOOL
Languages Learnt
PYTHONCC++HTMLSQL
Contact Information
EMAILpiyushkumar52521@gmail.com
INSTAGRAM@piyush_kumar
OS Personalization
CORE THEMES
SYSTEM COGNITION
Intelligence Index 842
Processing state: STABLE // Optimization: ACTIVE
Projects
System implementations
AI Research Hub
Global search and AI integration for personal knowledge management.
System Infrastructure
Cloudflare R2D1 SQLWorkers
Quantum Arcade
multi-game platform with shared economy and persistent progress.
Canvas APIState Machine
Cloud Vault
Secure storage for resumes, code snippets, and private study materials.
Supabase StoragePostgreSQL
Cloud Vault
Secure storage & document management
Root
☁️
Secure Upload Zone
Drag & drop files here or click to browse
🔍
Placement Guide
Comprehensive FAANG Handbook
1. Understanding the Giants
PHILOSOPHY
Google: Algorithmic complexity & scale.
Amazon: Leadership Principles & Ownership.
Meta: Fast iteration & Product Sense.
Apple: Precision & Security.
LEVELING
L3 (Junior/New Grad)
L4/L5 (Senior/LMM)
L6+ (Staff/Principal)
2. DSA Mastery — Pattern Guide
Structures Deep-Dive
  • Monotonic Stack: Next Greater Element problems.
  • Trie: Prefix matching & Dictionary search.
  • Segment Tree: Range queries (Sum/Min/Max).
  • Union-Find: Cycle detection & Disjoint sets.
Algorithmic Logic
  • Sliding Window: Subarrays/Substrings (O(n)).
  • Two Pointers: Sorted arrays (O(n)).
  • Backtracking: N-Queens, Sudoku, Subsets.
  • DP: Memoization vs Tabulation.
3. System Design — Architecture
CASE: URL SHORTENER

Hashing: Base62 encoding for IDs.

DB: NoSQL (Key-Value) for scale.

Cache: Redis for high-read redirecting.

CASE: CHAT SYSTEM

Protocol: WebSockets for bi-directional.

Offline: Message queuing (Kafka).

Status: Heartbeat mechanisms for presence.

Concepts: CAP Theorem (Consistency vs Availability), Load Balancers (Round Robin vs Least Conn), Database Sharding.
4. Advanced Technical Stack
DISTRIBUTED SYSTEMS
Microservices, Service Discovery, Fault Tolerance (Circuit Breakers), Consensus (Raft/Paxos).
CLOUD & DEV SEC
Docker/K8s, CI/CD pipelines, AuthN/AuthZ (OAuth2/JWT), OWASP Top 10.
5. Behavioral Question Bank

Conflict: Tell me about a time you disagreed with a peer.

Failure: Describe a project that didn't go as planned.

Impact: When did you take initiative above your role?

Adapt: How did you handle a drastic requirement change?

6. Impact Resume
  • Action Verbs: +Impact/Metrics.
  • Numbers: "Scaled to 1M requests".
  • Length: 1 Page strict.
7. Process
  • • 1. Recruiter Screen
  • • 2. Phone Screen
  • • 3. Onsite (4-6 rounds)
8. Platforms
LeetCode, HackerRank, InterviewBit.
9. Mocking
Pramp, Interviewing.io, Peer Mocks.
Strategy
Elite Preparation Framework
Behavioral — STAR Method

Situation: Context of the event.

Task: What was required of you?

Action: What did YOU specifically do?

Result: Outcome with numbers (e.g., +20% efficiency).

Target: Prepare 10-12 core stories.
Selection Differentiators
  • • Structured communication > Fast coding.
  • • Explaining trade-offs (A vs B).
  • • Handling ambiguity with clarifying questions.
  • • Writing modular, production-grade code.
Core Fundamentals
OS
Threads, Deadlocks, Mutex, Paging.
DBMS
Indexing, ACID, Query Optimization.
Networking
TCP/UDP, HTTP, Load Balancing.
X. TECHNICAL ARCHIVE (ADVANCED)
Distributed Computing Mastery

1. Consistent Hashing: Crucial for horizontal scaling. Solves the issue of re-mapping keys when nodes are added/removed. Ring structure with virtual nodes ensures uniform data distribution.

2. Gossip Protocols: Decentralized communication. Used for cluster membership and failure detection (e.g., Apache Cassandra, Redis Cluster).

3. Distributed Tracing: Observability in microservices. OpenTelemetry, Jaeger, and Zipkin. Context propagation across service boundaries.

4. Stream Processing: Kappa vs Lambda Architectures. Exactly-once processing guarantees in Apache Flink and Kafka Streams.

5. CAP Theorem & Trade-offs: Understanding when to prioritize Availability (AP) vs Consistency (CP) in systems like DynamoDB vs MongoDB.

6. Database Indexing Deep Dive: B-Trees vs B+ Trees, LSM Trees (Log-Structured Merge-Trees) for write-heavy workloads like Cassandra and InfluxDB.

High-Level Mental Models

1. First Principles Thinking: Breaking down complex problems into basic truths for innovation.

2. Pareto Principle (80/20): Focus on the 20% of patterns that cover 80% of LeetCode hard problems.

3. Second-Order Thinking: Considering the consequences of consequences (critical for System Design trade-offs).

4. Occam's Razor: Choosing the simplest architecture that solves the scale requirement.

Hard Algorithmic Patterns

• Heavy Hitters (Top K): Count-Min Sketch for frequency estimation. Misra-Gries algorithm for space-efficient top-k identification.

• Range Minimum Query (RMQ): Sparse Table (pre-processing O(N log N), query O(1)). Useful for LCA of trees.

• Network Flow: Ford-Fulkerson and Edmonds-Karp. Applications in bipartite matching and resource allocation.

• Advanced DP: DP on Trees (using DFS to propagate states), Digit DP (counting numbers with specific properties), Bitmask DP for TSP-style problems.

• Geometry Algorithms: Convex Hull (Monotone Chain), Segment Intersections, Sweep Line algorithms for range searches.

52-WEEK MASTER CURRICULUM

Week 1-4: Foundations & Logic. Big-O, Arrays, Strings, Two Pointers, Sliding Window.

Week 5-8: Core Structures. Linked Lists, Stacks, Queues, Recursion mastery.

Week 9-12: Hierarchical Data. Binary Trees, BSTs, Heaps, Treaps.

Week 13-16: Graph Theory. BFS, DFS, Connectivity, Topological Sort.

Week 17-20: Advanced Graphs. Dijkstra, Bellman-Ford, Prim's, Tarjan's SCC.

Week 21-26: Dynamic Programming. 1D, 2D, Knapsack, LIS, LCS, Matrix Chain.

Week 27-30: String Algorithms. KMP, Rabin-Karp, Z-Algorithm, Tries, Suffix Trees.

Week 31-35: System Design Fundamentals. Load Balancers, Proxies, Caching, Sharding.

Week 36-40: Advanced Systems. Microservices, Message Queues (Kafka), Consensus (Raft).

Week 41-45: Industrial Case Studies. Instagram, WhatsApp, Uber, Netflix, YouTube architecture.

Week 46-48: Behavioral Mastery. Leadership Principles, Conflict Resolution, STAR Method.

Week 49-52: High-Pressure Mocks. Peer interviews, Salary negotiation, Final Review.

"Consistency is the only superpower that matters."
Integrations
Connect your platforms — data is per-account
My Profiles
Live stats from your connected platforms
Activity Feed
Live Activity
Unified feed from all platforms
AI Hub
The Most Famous Apps in the AI Ecosystem
LLMs & Intelligent Chat
🌐
ChatGPT
By OpenAI · The standard
🎭
Claude
By Anthropic · Reasoning king
💎
Gemini
By Google · 2M Context link
Software Engineering
⌨️
GitHub Copilot
Autocomplete & Chat
🚀
Cursor
AI-Native Code Editor
🏗
Replit Agent
Full App Generator
Creative & Multimedia
🎨
Midjourney
God-tier Image Gen
🎬
Runway
Next-gen AI Video
🎙
ElevenLabs
Ultimate Voice Synthesis
Research & Productivity
🔍
Perplexity
Search Redefined
📓
Notion AI
Workspace Intelligence
📜
Consensus
Scientific Search Engine
Specialized Industrial AI
Data Science: Polymer, Akkio, MonkeyLearn, KNIME, DataRobot.
Design/UI: Galileo AI, Uizard, Attention Insight, Fontbolt.
Marketing: Jasper, Copy.ai, Anyword, AdCreative, Writesonic.
Sales/CRM: Apollo.io, Gong, Lavender, Regie.ai, Outreach.
Customer Support: Intercom Fin, Ada, Kustomer, Forethought.
Legal: Harvey, CoCounsel, Ironclad, Luminance, Spellbook.
Deep Dev & Architecture AI
Code Reviews: Codacy, CodeRabbit, Codiga, DeepSource.
Documentation: Mintlify, Swimm, Trelent, scribe.
Testing: Applitools, Testim, Mabl, Functionize.
Security: Snyk AI, Mend.io, Checkmarx, Veracode.
Infrastructure: Pulumi AI, Firefly, Brainboard.
Omni-Productivity & Automation
Meetings: Otter.ai, Fireflies, Grain, Rewatch.
Email: Superhuman, Shortwave, SaneBox.
Workflows: Zapier Central, Make.com, Bardeen.
Visualizations: Gamma, Beautiful.ai, Tome, Decktopus.
Production Workflow
State-of-the-Art Stack & Orchestration
Category Recommended Stack Experience Review / Intel Like
Logic & Coding
AI Pair Programming
Claude 3.5 + Antigravity
Optimal for rapid iteration
Tried It
Backend & DB
Data Persistence
Cloudflare D1 (SQL)
SQLite-based Edge DB
Mark Tried
Deployment
Hosting Infrastructure
Cloudflare Pages
Global Edge Hosting + CI/CD
Tried It
Domain & DNS
Traffic Routing
Cloudflare
Fastest DNS propagation
Mark Tried
Payments
Revenue Systems
Stripe / LemonSqueezy
Global checkout logic
Mark Tried
Version Control
Git Architecture
GitHub
Branching/Actions workflows
Tried It
Auth
Identity & Sessions
Cloudflare Turnstile / KV
Google OAuth + Cookies
Tried It
Observability
Error Tracking
Sentry / LogRocket
Crash reports & sessions
Mark Tried
Reflection Checklist
Is it liked by me?
Overall stack satisfaction
Production Ready?
Battle-tested for users
Roadmap
Learning Path
AI Skills
Curriculum
Resources
Calendar
Weekly study schedule
Upcoming
Progress
Heatmap · Journal · Phase breakdown
Activity Heatmap — 6 Months
Less
More
Phase Progress
Journal
AI Coach
Cloudflare Workers AI · Private · Low Latency
Model Selection
📋 Review my LeetCode approach for Two Sum
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🧠 Explain Transformers simply
💼 Give me a mock behavioral question
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