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/