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Satyam SoniTechnical Architect • AI & Platforms

Technical Architect · AI & LLMs · Cloud Platforms

I design and build intelligent, scalable systems that feel effortless to use.

From AI chatbots powered by knowledge graphs to microservice and micro-frontend suites on AWS, I help teams go from idea to robust, observable, and maintainable platforms.

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Indore · Hyderabad · Pune · RemoteReal Estate · Finance · Telecom

Current focus

AI-native platforms & microservices

Experience

9+ yrs

Recent work highlights

  • Fusion – GraphRAG + LLM chatbot for real estate clients.
  • Micro-frontend suite consolidating multiple tools on AWS.
  • HTML parsing and extraction framework with GPT models.
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About

I'm Satyam Soni, a Technical Architect & AI-focused Engineer with 9+ years of experience building data-centric platforms, ETL pipelines, and cloud-native products across finance, telecom, and real estate.

I specialize in using LLMs and modern Python stacks to automate, scale, and de-risk complex workflows – from AI-driven chatbots to microservice-based tool suites. I enjoy designing systems that feel simple on the surface but hide serious engineering and rigor underneath.

I thrive in architect roles where I can collaborate with engineers, product, and stakeholders to turn loosely defined problems into resilient, observable, and evolvable systems.

Direct contact

satyamsoni@hotmail.co.uk+91 7697066634

What I work with

  • Industry domainsFinance, Real Estate, Telecom
  • Cloud & dataAWS · ETL · Data Platforms
  • AI & automationLLMs · GraphRAG · ML Pipelines
Experience

Technical Architect – Real Estate & Finance

SenecaGlobal Solutions Pvt Ltd. · Hyderabad, Telangana

Jan 2022 – Present

  • Architecting microservices with FastAPI / Flask on AWS to enable scalable, data-centric platforms.
  • Designed Airflow-based ETL workflows for multi-vendor ingestion with strong data quality guarantees.
  • Built “Fusion”, an AI chatbot using GraphRAG + LLMs for real estate queries, improving client engagement.
  • Implemented micro-frontend & microservice-based suite with Docker & ECS to improve performance and deployments.
  • Led a 10+ developer team, driving sprint planning, code reviews, and high-quality delivery.

Senior Software Engineer – Finance, R&D

HSBC Software Development (India) Pvt. Ltd. · Pune, Maharashtra

Jan 2020 – Jan 2022

  • Built full-stack solutions with Django / Flask / React and ECS for containerized deployments.
  • Developed Golang microservices for automation, boosting performance and reliability.
  • Designed fault-tolerant cloud-native architectures on AWS and mentored junior developers.

Associate Consultant – Investment Banking

Infosys Ltd · Pune, Maharashtra

Jan 2019 – Dec 2019

  • Developed full-stack Python + React apps to enhance data processing in investment banking systems.
  • Implemented ML pipelines & automated backend testing for higher quality releases.

Front End Developer – Telecom

Amdocs Development Centre India LLP · Pune, Maharashtra

Aug 2018 – Jan 2019

  • Crafted reusable React components integrated with Python REST APIs.
  • Improved frontend performance with optimized React patterns and testing.

ETL DevOps Developer – Finance/Banking

Gemini Solutions Pvt Ltd. · Gurugram, Haryana

Jul 2016 – Apr 2018

  • Automated ETL pipelines in Python & Shell, reducing manual data handling.
  • Built Python frameworks for validation, scraping, and data workflows.
Selected Work

Fusion – Real Estate AI Chatbot

SenecaGlobal

Live system

AI-powered chatbot using GraphRAG and entity disambiguation to convert natural queries into Cypher and fetch accurate real estate insights.

  • 25% increase in response accuracy
  • 30% faster query resolution
  • 20% uplift in client retention
GraphRAGLLMsNeo4j / CypherFastAPIGenAI

HTML Parser & Extractor

SenecaGlobal

Live system

Python tools using GPT-4-class LLMs to parse and extract structured data from diverse HTML sources.

  • 30% faster data processing
  • 40% reduction in manual extraction
  • Deployed to 15+ client projects
PythonLLMsData ExtractionAutomation

Centralized Utility Framework

SenecaGlobal

Live system

Python-based framework for logging, Terraform, Docker, and notifications to streamline deployments.

  • 40% downtime reduction via observability
  • 30% faster deployments
PythonTerraformDockerDevOps

Automatic Certificate Renewal

HSBC

Live system

Django tool plus Golang microservice to automatically track and renew certificates.

  • 70% fewer manual interventions
  • Higher security and reliability
DjangoGolangAWSSecurity Automation
Skills

Programming

PythonGolangC#TypeScriptNode.jsShellSQLHTML/CSSJavaScriptRust

Frameworks & Libraries

DjangoFastAPIFlaskPySparkReactAngularVueLangChainPyTorchScikit-learnPandasNumPygRPC.NET Core

Cloud & Data

AWS (EC2, S3, RDS, Lambda, MWAA)MySQLMongoDBPostgreSQL

DevOps & Infra

DockerKubernetesTerraformAirflowElasticSearchRedis

Collaboration

GitBitbucketJIRAConfluence
Contact

Let's build something meaningful.

I'm open to roles and projects in technical architecture, AI / LLM engineering, and platform engineering where I can help you design and ship robust, scalable systems.

Direct contact

satyamsoni@hotmail.co.uk+91 7697066634

Connect with me

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