---
title: "Sampat Hake - Software Engineer II in Bengaluru | Tal"
description: "Meet Sampat Hake, Founding Engineer | Senior Software Engineer @ Clientell AI | Agentic AI • MCP | Python, Go, JavaScript, AWS, GCP | Distributed Systems & LLM Platforms serving 1,000+ orgs based in Bengaluru. AI stack includes anthropic apis, antigravity, and claude code. Explore public work links..."
image: "https://tal.club/meet/sampat-hake/share-image"
---

# Sampat Hake on Tal

## Headline

Founding Engineer \| Senior Software Engineer @ Clientell AI \| Agentic AI • MCP \| Python, Go, JavaScript, AWS, GCP \| Distributed Systems & LLM Platforms serving 1,000\+ orgs

## About

I build AI agents and the backend infrastructure they run on\. At Clientell AI \(founding \- senior software engineer\), that means Salesforce automation serving 1,000\+ organizations with 2,000\+ daily agent executions\. What I've shipped there so far: ⦿ Multi\-tenant Model Context Protocol \(MCP\) connector platform integrating 9 enterprise providers \(Gmail, Outlook, Calendar, Drive, SharePoint, Teams, Dropbox, Jira\) with parallel multi\-source query merging\. ⦿ Hierarchical LLM classifier replacing keyword routing, cutting context overhead by \~95% and eliminating tool\-call loops\. ⦿ Async distributed execution layer \(Redis queues, tuned worker pools\): 45% higher throughput, p95 latency down from 900ms to 250ms\. ⦿ Two\-phase autonomous codegen agent \(GitHub MCP\) generating Salesforce Apex/LWC; Slack\-native AI assistant that grew automation adoption by 23%\. ⦿ Salesforce CASA security certification, Langfuse tracing, and real\-time incident alerting \(30% faster response\)\. Before Clientell AI: ⦿ WizCommerce: led ERP integrations \(QuickBooks, NetSuite, SOS Inventory, etc\) at 99\.9% uptime, event\-driven pipelines with GCP Pub/Sub, Cloud Tasks, CDC, cut API response times from 10s to 2s\. ⦿ Cogno AI \(acquired by Exotel\): scaled campaign processing to 1M\+ users on AWS Lambda \+ SQS, cutting runtime from 5 hours to 30 minutes\. ⦿ Guavus \(Thales\): re\-architected data pipelines, improving execution performance by 40%\. Daily toolkit: Python, Go, FastAPI, AI Agents, MCP, LLM routing and observability \(Langfuse\), RAG, prompt engineering, PostgreSQL, Redis, Kafka, Elasticsearch, AWS \(Lambda, SQS, S3\), GCP \(Pub/Sub, Cloud Tasks\), Docker, Nginx, CI/CD\. I care about systems that hold up in production: observability, guardrails, security and latency budgets\. Open to conversations in backend, distributed systems and AI agent platforms\. Reach me: sampat\.hake\.2000@gmail\.com

## Location

Bengaluru

## AI stack

anthropic apis

antigravity

claude code

cursor

gemini

langfuse

## Work experience

Software Engineer II at Kotak Mahindra Bank, Sep 2026 \- Present · 1 mo, Bengaluru, Karnataka, India, Founding engineer building AI Agents for Salesforce automation, serving 1,000\+ organizations with 2,000\+ daily agent executions\. ⦿ MCP Connector Platform: Architected a multi\-tenant Model Context Protocol \(MCP\) platform integrating 9 enterprise providers \(Gmail, Outlook, Google/Outlook Calendar, Drive, SharePoint, Teams, Dropbox, Jira\) with parallel multi\-source query merging\. ⦿ LLM Routing: Replaced string\-keyword routing with a hierarchical LLM classifier and a lightweight MCP agent that bypasses a 225KB unified prompt, eliminating tool\-call loops and cutting context overhead by \~95%\. ⦿ Async Migration: Migrated the AI workflow execution layer from sync to async \(Redis queues, tuned per\-worker connection pools across 11 Uvicorn workers\), improving throughput by 45% and reducing p95 latency from 900ms to 250ms\. ⦿ Autonomous Code Generation: Built a two\-phase codegen agent on GitHub MCP generating Salesforce Apex/LWC for org\-shared repos, cutting manual implementation effort by 20%; stabilized long\-running SSE streams with Nginx tuning\. ⦿ Slack AI Assistant: Launched a Salesforce\-native Slack assistant \(reports, SOQL queries, workflow triggers, thread\-persistent conversations\) that grew automation adoption by 23%; shipped a GPT\-5\.1 prompt\-enhancement service with prompt\-exfiltration guardrails\. ⦿ Reliability & Compliance: Owned Langfuse distributed tracing, health checks, and real\-time Slack incident alerts \(30% faster response\); hardened 4 services to pass Salesforce CASA security certification; resolved 30\+ production tickets in 3 weeks while shipping features\.

Senior Software Engineer at Clientell, Oct 2025 \- Aug 2026 · 10 mo, Bengaluru, Karnataka

Software Development Engineer at WizCommerce, Jan 2024 \- Sep 2025 · 1 yr 9 mos, Bengaluru, Karnataka, India, ⦿ PIM Design & Development: Led the design and development of a Product Information Management \(PIM\), supporting product creation, updates from UI, category management, pricing catalogs, and variants generation\. Reduced \~20 min time to change in product as compared to doing it from import/export flow\. ⦿ Client & External System Integrations: Led 3\+ major client integrations \(QuickBooks, NetSuite, SOS Inventory, Etc \) ensuring 100% data accuracy across product, inventory, customer, order, payment, and invoice flows\. Built a secure FTP integration handling 5K\+ files/month with real\-time error alerts and 99\.9% uptime\. ⦿ Advanced Technology Integration: Implemented Scheduler, Pub/Sub, Cloud Task, and Change Data Capture \(CDC\) to achieve 98% synchronization accuracy, reducing data lag by 40%\. ⦿ Image Optimization & External API’s Microservice: Enhanced a microservices\-based image transformation service, decreasing load times by 80% \(from 10s to 2s\), significantly improving UX and platform efficiency\. Additionally, Build External APIs microservice, allowing customers to integrate these APIs with their system\. ⦿ Access Control: Designed a role\-based \( RBAC \) access system, ensuring 100% compliance with access controls\.

Software Development Engineer at Exotel, Oct 2022 \- Jan 2024 · 1 yr 4 mos, Mumbai \( Remote \), ⚡ Cogno AI \( Acquired by Exotel \) ⦿ Campaign Management: Implemented pause, stop, and resume features, enhancing user control\. ⦿ Cogno Drive: Developed Cogno Drive, a cloud storage solution handling 1K\+ daily uploads, enabling efficient media upload, viewing, downloading, and deletion\. ⦿ AWS Automation: Created a microservice automating AWS SQS, S3, Queue, and Lambda generation, reducing manual effort by 90% and saving 2 hours per client setup\. ⦿ System Optimization: Replaced Django cron jobs with Airflow DAGs, boosting system reliability & scalability \(\+30%\)\. ⦿ Serverless Processing: Leveraged serverless architecture to reduce campaign processing time from 5 hours to 30 minutes for 1 million users , achieving a 90% reduction\.

Software Development Engineer at Thales, Oct 2021 \- Jun 2022 · 9 mos, Gurugram, Haryana, India, ⚡ Guavus \( Acquired by Thales Group \) ⦿ Product Development: Collaborated with the front\-end team to develop products from inception to beta\. ⦿ System Re\-architecture: Redesigned existing product, including SQLstream and initial code structure for NWDAF\. ⦿ Testing Implementation: Developed comprehensive end\-to\-end test cases to achieve maximum code coverage\. ⦿ Data Collaboration: Collaborated with a data analysts team to create Tableau dashboards and developed REST APIs\.

## Education

Bachelor of Technology \- B\.Tech, Computer Science and Engineering, Dr Babasaheb Ambedkar Technological University

Bachelor of Technology \- BTech, Computer Science and Engineering, FABTECH TECHNICAL CAMPUS, COLLEGE OF ENGINEERING AND RESEARCH, SANGOLA

## Public links

- github: https://github\.com/SamieZian
- leetcode: https://leetcode\.com/Sampatrao\_Hake\_07
- sampathake\.in: https://sampathake\.in/

[View the original profile](https://tal.club/meet/sampat-hake)

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