Sambhav Khajanchi

CEO

Gurugram, Haryana, India7 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building production-grade AI systems.
  • Proven track record in scalable architecture and microservices.
  • Strong contributor to technical blogs and AI discussions.
Stackforce AI infers this person is a Backend-focused AI and Fintech developer with extensive experience in scalable systems.

Contact

Skills

Core Skills

Ai AgentsRetrieval-augmented Generation (rag)Spring BootMicroservicesAwsRedisSystems Design

Other Skills

LanggraphFastAPIopenai whisperElectron.jsVector DatabasesLLaMAPostgreSQLPython (Programming Language)uvicornSwift (Programming Language)BERT (Language Model)Model context protocol (MCP)LangChainApache KafkaQdrant

About

• Building production-grade AI agents and backend systems • Focused on software design, robustness and scalability • Converting debugging and research into technical blogs on dev.to • Always open to discussions on building AI systems for production

Experience

7 yrs
Total Experience
1 yr 1 mo
Average Tenure
8 mos
Current Experience

Spectatr.ai

SDE2

Sep 2025Present · 8 mos · Gurugram, Haryana, India · On-site

LanggraphAI Agents

Theved.ai

Founder, CEO

Jun 2025Aug 2025 · 2 mos · Gurugram, Haryana, India · Remote

  • 1) Built a RAG system using Qdrant (vector DB), BERT embeddings, and locally hosted LLaMA3/Mistral models via Ollama to generate intelligent, context-aware responses.
  • 2) Developed an agentic framework integrating Gmail, Google Calendar, Tasks, and Slack for unified natural language access to user data and multi-step workflow execution. Powered by GPT-4-mini, a custom MCP server with streamable HTTP transport, and built using Python, FastAPI, OpenAI’s Agents SDK, and Postgres for chat persistence.
  • 3) Engineered a cross-platform system app (Swift + Electron) for live audio transcription and ingestion into the RAG pipeline, enabling real-time capture and retrieval of personal knowledge as part of the agentic tool suite.
Retrieval-Augmented Generation (RAG)FastAPIAI Agentsopenai whisperElectron.jsVector Databases+10

Cars24

Back End Developer

Aug 2024May 2025 · 9 mos · Gurugram, Haryana, India · On-site

  • 1) Engineered a recon microservice backend module for dynamic document generation (invoices, credit notes, summaries) using Spring Boot, Thymeleaf for templating, and applying SOLID principles plus design patterns for a clean, extensible service layer.
  • 2) Developed a master-data microservice with Spring Boot, Spring Data JPA and MySQL REST APIs for workshop and pricing management, and offloaded memory-intensive bulk operations to GCP Cloud Functions.
  • 3) Implemented a proof-of-concept multi-tenant architecture (same DB, multi-schema) with tenant resolution and data isolation at the backend, enabling scalable onboarding of multiple clients.
  • 4) Ensured backend reliability with 90%+ test coverage using Groovy (Spock) unit and integration tests, validating service endpoints, data access, and business logic.
Spring DataGoogle Cloud Platform (GCP)Spring BootSoftware Design PatternsJava

Paytm ads

Back End Developer

Nov 2021Aug 2024 · 2 yrs 9 mos · Noida, Uttar Pradesh, India · Hybrid

  • 1. Architected Scalable Ad-Serving System:
  • Designed and implemented a scalable and robust Ads Recommendation Server which served personalized Ad banners to Paytm's traffic.
  • Developed Reactive Kafka consumers to consume the relevant user's data of clicks and impressions on Ads and used caffeine cache to store the computed Ad ranks which can cater to throughput of upto 800 QPS by a single Kubernetes pod with a p99 latency under 2ms.
  • Improved user's engagement on Paytm App and a notable uplift in CTR for Ad campaigns.
  • 2. Optimized Redis Data Insertion and Tuning:
  • Developed a feature for the insertion of ~600 GB of data from hundreds of CSV files into Redis within 3-4 hours using pipe/bulk operation feature of Redis.
  • Used state design pattern making the insertion feature scalable and easy to maintain and debug.
  • Tuned Redis cluster to reduce infrastructure costs by $22k/month, ensuring optimal performance and resource utilization.
  • 3. High-Throughput User Data Micro-service:
  • Designed and implemented a micro-service for state management of user-related data, coupled with a Redis lookup mechanism using spring reactive.
  • Achieved a throughput of 20k (QPS) with a p99 latency under 10ms.
  • Enabled immediate updates in audience targeting for Ad campaigns, significantly reducing the time from a day to real-time effectiveness.
  • 4. Enhancements to Existing Micro-services:
  • Developed various features within existing micro-services, including RESTful APIs, internal caching, and AWS Lambda functions.
  • Implemented robust monitoring mechanisms and alerts to ensure system stability and performance.
  • Demonstrated proficiency in writing Unit Test Cases (UTCs) for reliable and maintainable code.
FlywayMicroservicesScalable ArchitectureREST APIsAmazon Web Services (AWS)Systems Design+25

Finastra

2 roles

Associate Software Developer

Sep 2020Oct 2021 · 1 yr 1 mo

  • Worked on Finastra Payments Product, GPP (Global PayPlus), a Monolithic Application.
  • Projects:
  • 1) Designed and Implemented the Integration of Java Server, a low-latency, real-time and secure
  • Maven Application with GPP (Global PayPlus), a Monolithic Application, following n-tier architecture
  • for Customers around the world.
  • 2) Collaborating with agile development team, designed a POC i.e. a C++ application and a multi- threaded Java Server communication service using Unix Domain Socket for AIX machine.
  • 3) Active role in defect fixing, extensive code debugging, unit testing and handling ad-hoc requests
  • from GPP clients while providing on-time and on-budget deliveries.
Systems DesignComputer ScienceDebuggingSoftware DocumentationUnit TestingData Structures

Product and Technology Intern

Jan 2020Aug 2020 · 7 mos

  • 1) Built an Automation Tool using selenium and chrome driver to automate the fetching of payments
  • data from swift's portal and store the results in excel sheet using poi jar.
  • 2) Collected, retrieved and debugged data for close analysis of product infrastructure and payments.
Computer ScienceDebugging

Sci-com software india private limited

Project Intern

Jul 2019Nov 2019 · 4 mos · Pune, Maharashtra, India

Trident labs

Head of attitude determination and control system (ADCS)

Nov 2018Dec 2019 · 1 yr 1 mo · Vishwakarma Institute of Technology

  • Part of Student Satellite Team comprising of members from interdisciplinary studies.
  • The raison d'être of my team was handling the orientation of the Satellite according to the requirements of the payload by building various mathematical models and simultaneously testing these models on our satellite.

Team veloce racing

Member of Electronics dept

Feb 2018Oct 2018 · 8 mos · Vishwakarma Institute of Technology

Education

Vishwakarma Institute Of Technology

Bachelor of Technology - BTech — Electronics and Telecommunications Engineering

Jan 2016Jan 2020

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