About
Experienced Technical Leader with over 25 years of industry expertise across diversified…
Articles by mahesh
-
Accountability & Risk Matter in Agentic AI (2025)
Accountability & Risk Matter in Agentic AI (2025)
Agentic AI systems don’t just “call tools.” They reason, plan, talk to other agents, remember things, and adapt to the…
-
One MCP Server Does It All: 200+ Connectors Offered Out of the Box
One MCP Server Does It All: 200+ Connectors Offered Out of the Box
In the fast-paced world of diversified data and communication across countless channels, the struggle to unify and…
-
Enterprise Agentic AI: A Three-Tier Framework for Production Deployment
Enterprise Agentic AI: A Three-Tier Framework for Production Deployment
How to successfully navigate from reactive AI to autonomous intelligent systems in enterprise environments The AI…
1 Comment -
PostgreSQL 18: Ushering in the Future of Relational Databases with Revolutionary Innovations
PostgreSQL 18: Ushering in the Future of Relational Databases with Revolutionary Innovations
PostgreSQL has long been the gold standard for open-source relational databases, but version 18 isn't just an…
1 Comment -
Revolutionizing AI-Database Integration: Google's MCP Toolbox for Databases
Revolutionizing AI-Database Integration: Google's MCP Toolbox for Databases
The landscape of AI agent development is rapidly evolving, and one of the most persistent challenges has been…
-
Northguard: A Next-Generation Log Storage Engine with Scalable Sharding and Memory-Efficient Allocation
Northguard: A Next-Generation Log Storage Engine with Scalable Sharding and Memory-Efficient Allocation
Northguard is LinkedIn's scalable log storage system designed to replace Apache Kafka, addressing its scalability and…
-
Patterns Catalog for MCP-Powered Architectures
Patterns Catalog for MCP-Powered Architectures
Overview As AI agents take on increasingly sophisticated roles—calling APIs, orchestrating workflows, running analytics…
-
Optimizing Analytical Workloads with PostgreSQL and DuckDB Integration
Optimizing Analytical Workloads with PostgreSQL and DuckDB Integration
Overview PostgreSQL’s row-oriented architecture and Multi-Version Concurrency Control (MVCC) are optimized for…
-
MemOS: A Memory-Centric Operating System for Evolving and Adaptive Large Language Models
MemOS: A Memory-Centric Operating System for Evolving and Adaptive Large Language Models
LLMs are increasingly seen as key to achieving Artificial General Intelligence (AGI), but they face major limitations…
1 Comment
Activity
-
Cyber Reasoning System (CRS) Buttercup goes Open Source: Buttercup is a Cyber Reasoning System (CRS) developed by Trail of Bits for the DARPA…
Cyber Reasoning System (CRS) Buttercup goes Open Source: Buttercup is a Cyber Reasoning System (CRS) developed by Trail of Bits for the DARPA…
Shared by mahesh Ramichetty
-
GPT-5 Under Fire: Red Teaming OpenAI’s Latest Model Reveals Surprising Weaknesses Summary GPT-5 may be smarter. But is it safer? The Red Team ran…
GPT-5 Under Fire: Red Teaming OpenAI’s Latest Model Reveals Surprising Weaknesses Summary GPT-5 may be smarter. But is it safer? The Red Team ran…
Shared by mahesh Ramichetty
-
Another feature of M365 has been exploited :Direct Send Microsoft 365’s Direct Send feature to deliver phishing emails that appear to originate from…
Another feature of M365 has been exploited :Direct Send Microsoft 365’s Direct Send feature to deliver phishing emails that appear to originate from…
Shared by mahesh Ramichetty
Experience
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Education
-
Engineering 69% Satyabama Engineering College/Madras university
-
-
-
Board Year Passed
10th Class 74% Seven Hills high School/Board of secondary
Licenses & Certifications
-
-
-
-
-
-
-
-
-
-
SCJP, SCWCD,SCBCD,SCWSD, AWS certified Architect, TOGAF9.1
Sun MIcrosystems , Amazon
Test Scores
-
TECHGIG
Score: 99.17
Several certifications @ techgig on various technologies from cloud computing , IOT , Blockchain, BIgdata, Web services , Security..etc
https://www.techgig.com/myprofile#skill-performance
Recommendations received
2 people have recommended mahesh
Join now to viewMore activity by mahesh
-
All about the Tokenization (Embeddings in LLMs / ML models) Tokens are the fundamental units that an LLM processes, but they’re not always full…
All about the Tokenization (Embeddings in LLMs / ML models) Tokens are the fundamental units that an LLM processes, but they’re not always full…
Shared by mahesh Ramichetty
-
Perplexity is using stealth, undeclared crawlers to evade website no-crawl directives stealth crawling behavior from Perplexity, an AI-powered…
Perplexity is using stealth, undeclared crawlers to evade website no-crawl directives stealth crawling behavior from Perplexity, an AI-powered…
Shared by mahesh Ramichetty
-
Just finished the course “AI Solution Design Patterns: Data, Model Training, and Application Architectures” by Thomas Erl! Check it out:…
Just finished the course “AI Solution Design Patterns: Data, Model Training, and Application Architectures” by Thomas Erl! Check it out:…
Liked by mahesh Ramichetty
-
Microsoft has been targeted again by group of hackers A new variant of the RoKRAT malware used by the APT37 group has been identified. The malware…
Microsoft has been targeted again by group of hackers A new variant of the RoKRAT malware used by the APT37 group has been identified. The malware…
Shared by mahesh Ramichetty
-
Agentic implementation, Production grade Intent Classification Agent Endpoint: POST /api/agents/intent Responsibilities: Parse incoming research…
Agentic implementation, Production grade Intent Classification Agent Endpoint: POST /api/agents/intent Responsibilities: Parse incoming research…
Shared by mahesh Ramichetty
-
16 Coding Patterns : Back to basics Two-Pointer Technique: Uses two pointers (e.g., Pointer 1 and Pointer 2) to traverse an array (e.g., [1, 5, 8…
16 Coding Patterns : Back to basics Two-Pointer Technique: Uses two pointers (e.g., Pointer 1 and Pointer 2) to traverse an array (e.g., [1, 5, 8…
Shared by mahesh Ramichetty
-
Cloudflare Chooses PostgreSQL Extension Over Specialized OLAP for 100K Row/Second Analytics (Another real-time that PostgreSQL dominates every space)…
Cloudflare Chooses PostgreSQL Extension Over Specialized OLAP for 100K Row/Second Analytics (Another real-time that PostgreSQL dominates every space)…
Shared by mahesh Ramichetty
-
Open-Source AI Framework for Large-Scale Societal Simulations Introduction and Motivation AgentSociety addresses a key challenge in AI-driven…
Open-Source AI Framework for Large-Scale Societal Simulations Introduction and Motivation AgentSociety addresses a key challenge in AI-driven…
Shared by mahesh Ramichetty
-
Hello 𝐀𝐥𝐥, 🚨 Badge unlocked: 𝐃𝐫𝐞𝐦𝐢𝐨 𝐕𝐞𝐫𝐢𝐟𝐢𝐞𝐝 𝐀𝐈 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 🚨 Built some seriously cool 𝐃𝐚𝐭𝐚 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬…
Hello 𝐀𝐥𝐥, 🚨 Badge unlocked: 𝐃𝐫𝐞𝐦𝐢𝐨 𝐕𝐞𝐫𝐢𝐟𝐢𝐞𝐝 𝐀𝐈 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 🚨 Built some seriously cool 𝐃𝐚𝐭𝐚 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬…
Liked by mahesh Ramichetty
-
Serious Security Lapse in Amazon's AI-Powered Q Developer Extension for VS Code In a startling incident that underscores the vulnerabilities in…
Serious Security Lapse in Amazon's AI-Powered Q Developer Extension for VS Code In a startling incident that underscores the vulnerabilities in…
Posted by mahesh Ramichetty
-
Apigee as the Gateway for LLM applications and the Models Google Cloud has launched the public preview of Model Armor, a native LLM governance…
Apigee as the Gateway for LLM applications and the Models Google Cloud has launched the public preview of Model Armor, a native LLM governance…
Shared by mahesh Ramichetty
-
MS Shifting Gears from ML to Manual: Moving the Default Semantic Model feature to Graveyard (Part of MS Fabric) Microsoft is making a significant…
MS Shifting Gears from ML to Manual: Moving the Default Semantic Model feature to Graveyard (Part of MS Fabric) Microsoft is making a significant…
Posted by mahesh Ramichetty
-
The expected security vulnerability came to limelight after the fix of root access which is an authorised level for Enterprise version of…
The expected security vulnerability came to limelight after the fix of root access which is an authorised level for Enterprise version of…
Posted by mahesh Ramichetty
-
5 Essential Agentic Patterns for Developers Transform basic LLMs into intelligent agents with these proven patterns that enable reasoning, planning…
5 Essential Agentic Patterns for Developers Transform basic LLMs into intelligent agents with these proven patterns that enable reasoning, planning…
Shared by mahesh Ramichetty
Other similar profiles
Explore collaborative articles
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
Explore More