Rahul Kamath

Software Engineer

Mangaluru, Karnataka, India4 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Designed multi-agent LLM systems for workflow automation.
  • Developed end-to-end AI tools saving significant engineering hours.
  • Recognized for outstanding performance and innovation.
Stackforce AI infers this person is a SaaS-focused AI Engineer with expertise in automation and security solutions.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Chatbot DevelopmentEngineeringMachine Learning

Other Skills

SQLAPI DevelopmentAI-driven code generationClaude function callingWebSocketSlack IntegrationNatural Language ProcessingAI AutomationPython (Programming Language)REST APIsDeep LearningCritical ThinkingCommunicationNetworkingMySQL

About

I’m an AI Engineer with over 4 years of experience in Python, AI/ML, REST APIs, and full-stack development, deeply fascinated by computers, problem-solving, and building impactful AI solutions. I thrive under pressure, tackling complex challenges, and continuously learning to deliver innovative, scalable, and production-ready systems. 🔹 Current Work — SDE-II (AI) @ Capillary Technologies • Designed multi-agent LLM systems (SQL Query, API, Payload Creation, Validation, Attributes Agents) to automate workflows and accelerate development. • Building MCP servers using Claude function calling & AI-driven code generation. • Architecting secure authentication & access control for agentic bots & chatbots. • Deploying real-time conversational AI bots for product documentation (WebSocket-based chat) integrated with Slack for org-wide support. • Delivering an end-to-end “language-to-promotion” tool converting natural language into deployable marketing campaigns — saving significant engineering hours. 🔹 Past Experience — Zscaler • Built an LLM-powered AI model processing millions of real-time production data points to enhance cloud product security. • Worked on Advanced Threat Protection, Data Loss Prevention (DLP), URL Filtering, File Type Detection, Image-Text Extraction, and WebSocket Security. • Gained deep expertise in large-scale data processing & security-focused ML solutions. 🔹 Earlier — Ribbon Communications • Developed Python & REST API-based automation infrastructure, improving productivity and simulation processes. • Awards: • For rapid ramp-up & critical project support. • For building in-house automation tools. • Contributed to hackathons, building GUI + backend automation tools now used in production. • Only fresher to present a team project at Ribbon’s IP-WAVE Day. Tech Stack: Python, Django, SQL, AWS, MCP, NLP, TensorFlow, Keras, Pandas, scikit-learn, REST APIs, Power BI, CI/CD (Jenkins), Bitbucket, JIRA, MySQL. Vision: To leverage AI/ML at scale to solve high-impact real-world problems, driving innovation that transforms industries and improves lives.

Experience

Capillary technologies

Senior SDE - AI Full Stack

Feb 2025Present · 1 yr 1 mo · Bengaluru, Karnataka, India · Hybrid

  • Multi-agent LLM systems — Developed specialized agents including SQL Query Agent, API Agent, Payload Creation Agent, Validation Agent, and Attributes Agent to streamline data operations, automate workflows, and enhance accuracy.
  • MCP Server Development — Designed and deployed Model Context Protocol (MCP) servers leveraging Claude function/tools calling and AI-driven code generation, enabling seamless integration between AI models and business applications.
  • Authentication & Access Control — Architected a secure auth creation and management system for agentic bots and chatbots, ensuring safe and role-based access across the organization.
  • Conversational AI for Customer Support — Built and deployed an LLM-powered documentation streaming bot on Capillary’s product webpage, delivering real-time conversational assistance via WebSocket-based chat, and integrated it with Slack to support internal teams with instant, AI-driven responses on products, APIs, and documentation.
  • End-to-End AI Automation for Marketing — Developed a “language-to-promotion” LLM tool capable of transforming natural language inputs into fully functional marketing promotions — from development and testing to seamless deployment. This agentic bot-driven system significantly reduced manual engineering effort, accelerated release cycles, and saved valuable development hours.
Artificial Intelligence (AI)Chatbot Development

Zscaler

2 roles

Sr SDE

Promoted

Nov 2024Feb 2025 · 3 mos · Bengaluru, Karnataka, India

SDE(Cloud & AI)

May 2024Dec 2024 · 7 mos · Bengaluru, Karnataka, India

  • Built an LLM based AI model which data mines millions of realtime data from production to enhance the product/data security over our cloud project.
  • Worked on Advance threat protection, DLP, url filtering, file type detection, image-text extraction and Websockets integrate with Copilot
EngineeringPython (Programming Language)

Ribbon communications

Software Engineer

Sep 2021May 2024 · 2 yrs 8 mos · Bengaluru, Karnataka, India

  • Designed and implemented infra-level REST API automation processes, reducing R&D effort by 20% through seamless business and system requirements automation.
  • Developed and deployed backend E2E Python automation for SD-WAN Network Planner, integrating CI/CD Jenkins pipelines, conducting regression testing, and performing analysis using Power BI and Pandas.
  • Collaborated with a cross-functional global SCRUM team, working closely with almost 20 marketing and sales teammates to deliver customer requirements ahead of schedule,Also Participated in Bitbucket code reviews.
  • Recognized with 2 prestigious awards, the Spot and Achieve Awards, for outstanding performance, and became the youngest engineer to present on SD-WAN to a global audience of over 500 Ribbon employees.
  • Participated in two company-wide Ribbon Hackathons, with one project advancing to the final 10.
EngineeringREST APIs

Vi solutions, bangalore

ML Intern

Aug 2020Sep 2020 · 1 mo · Bengaluru, Karnataka, India · Hybrid

Machine LearningDeep Learning

Mangalore refinery & petrochemicals ltd - india

Electronics & instrumentation intern

Jan 2020Feb 2020 · 1 mo · Mangalore, Karnataka, India · On-site

Education

Sahyadri College of Engineering & Management

Bachelor of Engineering - BE — Electronics and Communications Engineering

Jan 2017Jan 2021

Poornaprajna College, Udupi - 576102

Pre university — Electronics

Jan 2015Jan 2017

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