Sajo Sam

Software Engineer

Kochi, Kerala, India2 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building production-grade AI systems.
  • Proven track record in optimizing AI pipelines.
  • Creator of innovative AI tools and platforms.
Stackforce AI infers this person is a skilled AI engineer specializing in Agentic AI and LLM systems.

Contact

Skills

Core Skills

Generative AiConversational AiRagAgentic Ai / Multi-agent SystemsVoice AiGo (programming Language)DjangoMachine Learning

Other Skills

KubernetesLLMOpsDebuggingVoice AI (STT/TTS, Speech-to-Speech)Agentic AIAWSdockerSQLiteMongoDBDeep LearningScikit-LearnEnsembleGenerative AI DevelopmentLLM Orchestration & Tool CallingKubernetes AI Workloads

About

I build production-grade Agentic AI & LLM systems. My focus is not demos or prompt hacks — but scalable, real-world GenAI systems that handle latency, cost, memory, orchestration, and evaluation. Over the past 3+ years at StackGenie and previously at Onepane, I’ve designed and deployed: • Retrieval-Augmented Generation (RAG) pipelines with optimized chunking, hybrid retrieval, embeddings, and evaluation layers • Multi-agent workflows using LangGraph, LangChain & AutoGen • Tool-integrated LLM systems with structured outputs & function calling • Context engineering strategies to reduce hallucination and improve grounding • Latency-optimized AI pipelines (achieved up to 40% performance improvement) I’ve also built real-time speech AI systems with end-to-end STT/TTS pipelines and multimodal agents for seamless human-AI interaction. Beyond modeling, I focus heavily on: • LLMOps (monitoring, guardrails, evaluation) • Cost optimization & token efficiency • Production reliability for AI systems • Scalable backend integration with Golang microservices & cloud-native infra Creator of VizGenie, Routeflow, and GithubXP. I’m passionate about building intelligent systems that move beyond prototypes into reliable, production-ready AI platforms. If you're working on serious Agentic AI systems — let’s connect

Experience

2 yrs 10 mos
Total Experience
1 yr 11 mos
Average Tenure
11 mos
Current Experience

Stackgenie

SDE-II

Jul 2025Present · 11 mos · Trivandrum, Kerala, India · On-site

  • Architected a production-grade speech-to-speech AI platform replacing human call center workflows, supporting real-time conversations at scale.
  • Designed STT → LLM → TTS pipelines using LiveKit, Pipecat, Twilio, and DTMF, enabling low-latency voice automation.
  • Built multi-agent LLM systems using LangGraph with real-time tool invocation for workflow automation.
  • Improved system reliability to 99.9% uptime through Kubernetes-based deployments and observability-driven monitoring.
  • Delivered a RAG-powered Kubernetes Debugger CLI, reducing MTTR by 70% across 10+ microservices.
  • Implemented RBAC, audit trails, and governance controls for secure enterprise AI usage.
  • Established LLMOps pipelines for monitoring, evaluation, and lifecycle management of LLM systems.
Generative AIConversational AI

Onepane

Cloud Native Developer

Jul 2023Jun 2025 · 1 yr 11 mos · Kochi, Kerala, India · On-site

  • Built an agentic AI observability platform generating automated RCA and cloud insights across distributed systems.
  • Integrated Splunk logs and Prometheus metrics to enable cross-signal correlation using LLM-based reasoning.
  • Designed RAG pipelines over logs, metrics, documents, and cloud metadata for contextual retrieval.
  • Enforced RBAC-aware LLM data access for secure, multi-tenant environments.
  • Developed speech-to-speech AI prototypes for voice-driven cloud operations.
  • Deployed scalable AI services on AWS (EKS, ECS, Lambda, Bedrock) with event-driven orchestration.
  • Built multi-agent diagnostic workflows for automated remediation and insights.
  • Developed high-throughput Golang microservices and automated delivery via Azure DevOps CI/CD.
Agentic AI / Multi-Agent SystemsVoice AI (STT/TTS, Speech-to-Speech)Voice AI

Adfolks llc- a zaintech company

Cloud Native Developer Intern

Dec 2022Jan 2023 · 1 mo · Kochi, Kerala, India · Remote

  • Built containerized microservices in Golang and deployed on Kubernetes.
  • Designed REST APIs and data persistence using PostgreSQL.
  • Automated deployments and scaling workflows.
dockerGo (Programming Language)

Quest innovative solutions pvt ltd

Python Full Stack Developer Intern

Nov 2020Mar 2021 · 4 mos · Kochi, Kerala, India · Remote

  • Developed full-stack web applications using Django and Flask.
  • Implemented relational databases and production deployments.
SQLiteMongoDBDjango

Technovalley software india private limited

Artificial Intelligence Intern

Apr 2020Sep 2020 · 5 mos · Kochi, Kerala, India · Remote

  • Built end-to-end ML, DL, and NLP pipelines.
  • Implemented supervised and unsupervised models and neural networks.
Deep LearningMachine Learning

Education

Amal Jyothi College of Engineering Autonomous

Master of Computer Applications - MCA — Computer Science

Jun 2021Jun 2023

KVVS College of Science & Technology, Kaithaparambu, Enathu, Adoor

Bachelor's degree — Computer Science

Jun 2018Jun 2020

Govt. Boys H S S Kottarakkara

Higher Secondary — Computer Science

Jun 2015Jun 2017

R V V H S S Valakom

SSLC

Jun 2014Jun 2015

Stackforce found 100+ more professionals with Generative Ai & Conversational Ai

Explore similar profiles based on matching skills and experience