Code by day 💻 | Charts by night 📈 | Into mid-small-micro caps & swing trades | Always learning | Searching for collaborators to turn ideas into impact.

Joined December 2023
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Hey Xverse! Excited to join this dynamic community! I'm passionate about programming, and navigating the thrilling world of cashflows and stocks. Ready to connect, learn, and explore new opportunities! Open to collaborations! #codinglife #programmer #BusinessIdeas #developer
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Santhosh retweeted
More AI-generated code doesn't make your team faster. It might actually slow you down.
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~ human lose job ~ human has no money ~ human don't spend ~ no cashflow ~ no tax collected. How does GOVTs plan to make money? How could a highly populated nation progress further in this scenario? #ai #stockmaket
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Santhosh retweeted
I have 12 years of experience and working as a Principal Engineer @Atlassian and I have seen concurrency scaring the hell out of a lot of junior engineers. It’s one of the most feared topics in system design & backend interviews — race conditions, deadlocks, thread pools… you name it. But once you internalize these 20 must-know concepts, everything clicks. Save this thread. Read till the end. Your future interviews and production systems will thank you.
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Apr 13
We're in a weird period right now. - Juniors can't get hired because "we need experience." - Seniors are getting laid off because "AI can do it cheaper." - Mid-levels are doing the work of 3 people. And somehow every company is still "struggling to find talent."
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As AI improves developer productivity, companies may need fewer developers. While this benefits companies, it could also reduce future demand for AI models. In the long run, OpenAi & Anthropic is reducing future sales. Am i right? 👀
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Santhosh retweeted
If you're a developer who ships code daily, remember these: - First, make it work; nobody cares how elegant broken code is - Then make it fast, slow code that works still frustrates users - After that, make it pretty, your teammates read code more than they write it - Add tests that actually catch bugs, not just boost coverage metrics - Refactor when you finally understand what you're building (usually the second time through) Perfect code on the first try is a myth. Fast iteration beats slow perfection every time.
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5 Nov 2025
YOUR MASCULINE EVOLUTION: Age 20 – Ego Age 21 – Chaos Age 22 – Distraction Age 23 – Pain Age 24 – Purpose Age 25 – Focus Age 26 – Discipline Age 27 – Emotional maturity Age 28 – Vision Age 29 – Accountability Age 30 – Leadership Age 31 – Strength Age 32 – Control Age 33 – Direction Age 34 – Power Age 35 – Stability Age 36 – Legacy Age 37 – Authority Age 38 – Protection Age 39 – Wisdom Age 40 – Peace
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Santhosh retweeted
As a Backend engineer, learn below to move beyond CRUD APIs: →Security a. Authentication & Authorization b. Cryptography c. Encryption Algorithms d. OWASP Top 10 e. SIEM, IDS, IPS, etc. f. misc: OAuth 2.0, JWT, etc. g. CORS h. Security headers(CSP, HSTS etc.) →Performance a. Caching strategies b. Rate-limiting & Throttling c. Load balancing d. Chaos Engineering e. Fault Tolerance →Database Engineering a. Query optimization b. Indexing c. Database trade-offs d. Database transactions and isolation levels e. Sharding and partitioning →API Design a. OpenAPI 3.0 standards b. Restful & GraphQL API principles c. Status codes, versioning, and pagination strategies →Architecture & Paradigms a. Monolith b. Modular monolith c. Microservices d. Serverless vs. Native e. Concurrency & parallelism f. Multithreading g. Optimistic and pessimistic locking →Distributed systems a. Microservices patterns b. Event-driven approach c. Serverless vs native approach d. gRPC & Protobuf e. Kafka/RabbitMQ → DevOps a. CI/CD b. Containerization c. Understanding of SLAs d. Incident Management →Observability a. Logging, monitoring, and tracing b. Profiling & optimization c. Alerting →Miscellaneous Microservices topics a. API Gateway b. Reverse proxy c. Circuit breaker Pattern d. Retry/back off patterns e. Background jobs/Scheduling These will help you make outstanding backend systems that are secured, meet SLAs, and are highly tolerant.
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Santhosh retweeted
4 Oct 2025
I often get asked - "How much database knowledge is enough for a backend developer?" If you're a backend developer looking to learn databases. Learn these 25 topics👇 1. Basic Queries: SELECT, INSERT, UPDATE, DELETE 2. Joins: INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL JOIN 3. Indexes: Types, performance impact 4. Normalization & Denormalization: When to use them 5. Transactions: ACID properties, COMMIT, ROLLBACK 6. Stored Procedures & Triggers 7. Query Optimization: EXPLAIN ANALYZE, indexing strategies 8. Sharding & Replication: Scaling databases 9. Partitioning: Horizontal vs. Vertical 10. Locks & Deadlocks: Concurrency control 11. Types of NoSQL Databases: Key-Value (Redis), Document (MongoDB), Column-Family (Cassandra), Graph (Neo4j) 12. Schema Design: Best practices in document-based databases 13. Indexing & Aggregation: Performance tuning in NoSQL 14. CAP Theorem: Trade-offs between consistency, availability, and partition tolerance 15. Eventual Consistency & Strong Consistency 16. Hibernate (Java), JPA 17. Sequelize (Node.js), TypeORM 18. Query performance tuning with ORM 19. Redis vs. Memcached 20. Write-through, Write-back, Write-around Caching 21. Database Query Caching 22. SQL Injection Prevention 23. Role-Based Access Control (RBAC) 24. Encryption at Rest & In Transit 25. Backup & Disaster Recovery Please Note : Master SQL first, then NoSQL. If working in microservices, understanding distributed databases, caching, and event-driven data flow is crucial.
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WHAT I DISCUSSED IN THIS VIDEO ? 1) FORWARD PE INTRO 2) DIFFERENCE B/W CURRENT & FORWARD PE 3) HOW TO CALCULATE FORWARD PE WITH LIVE EXAMPLES 4) 2 CASE STUDIES : SKYGOLD & RBZ : VALUATION CALCULATION AND REASON WHY SKYGOLD COMMANDS HIGHER PE THAN RBZ
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14 Sep 2025
Electrical & Electronics sector set to triple to $630 Bn by 2030 at 21% CAGR 🚀🚀 🔖Bookmark & 🔄 Repost Companies set to benefit 👇 ✅️ Raw Materials Vedanta Hindalco Borosil SAIL Midhani GFL Acutaas Chemicals ✅️ Components Amber Syrms SGS Polycab Genus Power Datapatterns Bosch ✅️ Design & EMS Dixon Tata Elxsi Tejas Networks Dixon Kaynes Tech PGEL Avalon Izmo Moschip ✅️ OEM or Finished Goods Voltas Hitachi Siemens ABB BEL HAL Havells Samsung Apple Schneider electric Bharat Dynamics Ltd (BDL) 💡Follow @vishan_khadke for more updates. No reco. DYDD. Source- Accel @Dynamicinvstr @deepak4748 #EMS #dixon #kaynes
13 Jul 2025
Indian EMS Sector - The Sunrise Sector 🔥 🟩 Key Highlights 1. Expected to grow at 32% CAGR from FY25-30 from INR 4 Trn to 15 Trn 🚀🚀 1. OSAT opportunity of $200 Mn by FY28 compared to $40 Mn in FY25 (5x) 🔥 2. PCB opportunity of 68K cr in FY28 (2x of FY25) 🚀 🟩 Revenues | PAT CAGR FY25-30 1. Dixon - 32% | 35% 👌👌 2. Kaynes - 43% | 46% 👌👌👌 3. Syrma - 29% | 35% 👌 4. Cyient DLM - 23% | 32% 🟩 Relative Strength of EMS players - When compared on Revenues, Earnings, Net Working capital & FCF 1. Dixon - 100% 🚀 2. Kaynes - 75% 👌 3. Syrma - 50% 4. Amber - 50% 5. Cyient - 25% 🟩 Capex (as % of revenues) and Free Cash Flow 1. All players except Kaynes have a decent capex in the range of 0-5% over next 3 years but Kaynes has a high capex % of 25-35% over FY24-26 due to investments in OSAT and PCB manufacturing plant. 2. Dixon is expected to have 2400 Cr FCF 👌 by FY28 whereas Kaynes and Syrma will have 140 Cr and 98 Cr resp. 🟩 Vertical Presence 1. Dixon - Mobiles, Telecom,CEA, IT Hardware 2. Kaynes - Autos, Industrials, IT Hardware, Defence, Medical and Railways 3. Syrma - CEA, Industrials, IT Hardware, Medical and Railways 🟩 Major Revenue Sources 1. Dixon - Mobile and EMS (85%) 2. Kaynes - Industrials(55%), Auto(26%) 3. Syrma - CEA (36%), Auto (22%), Industrials(29%) (1/2) Source: JP Morgan #kaynes #syrma #dixon #ems #india #avalon #cyient
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Time Correction vs Price Wise correction Time wise correction is more powerful than the Price wise correction. Instead of looking for stocks which are down more than 50% from its 52 Week high, look for stocks which are trading at the same or lower levels where they were trading 5-7 years back but the Sales have grown. You will find most of the Multibagger from this strategy and catch them before their MULTI-YEAR BREAKOUT. #contrainvesting
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I am expecting a broader rally in the market. Auto Sector is leading which is the biggest beneficiary of the GST, Income Tax and Interest rate cut. Other consumption theme which will also outperform are 1. Housing (Cement, Paint, Housing Finance, Home Furnishing, Ceramic & Sanitaryware) 2. Consumer Durables (AC, Smart TV, Fridge, Kitchen Appliances, Electricals, Furniture, Mattresses) 3. FMCG As this rally will be a broader rally other themes which will also outperform are 4. Ship Building ( Defense Theme) 5. Asset Management Companies (Beneficiary of Rally in Equity Markets) 6. Chemical (Already doing well after 4 years of underperformance) 7. Logistics (Turnaround Sector)
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27 Aug 2025
Should AI be allowed to vote once it reaches human level understanding? 🎯
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17.78 % profit booked. Kitex Garments. #StockMarket #SwingTrading
Kitex Garments Ltd drops sharply as US—its biggest market (~68% revenue)—turns costly. YOY sales growth continues to weaken. #StockMarket #TariffsOnIndia #SwingTrading
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CMP : 132 It is successfull breakout. #BREAKOUTSTOCKS #StockMarket #SwingTrading
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