Souravendra Krishna Deb

Senior Software Engineer

Gurugram, Haryana, India10 yrs 2 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • 7+ years of experience in AI and software engineering.
  • Led successful implementation of AI SaaS products for major banks.
  • Expert in building scalable, high-performance systems.
Stackforce AI infers this person is a SaaS and Fintech expert with strong AI and full-stack development capabilities.

Contact

Skills

Core Skills

Artificial Intelligence (ai)TypescriptLarge Language Model Operations (llmops)Distributed SystemsLeadershipFull-stack DevelopmentApi DevelopmentRest ApisJava

Other Skills

AI AgentsAmazon Web Services (AWS)Apache AirflowBack-End Web DevelopmentC++Code ReviewCommunicationDatabase Management System (DBMS)DatabasesDesign PatternsDockerDrummingElasticsearchElectronicsFastAPI

About

Building end to end AI Agents & Applied AI Infrastructure with optimised RAG & low latency voice calls in Python/FastAPI, React Native & Typescript. Previously led zero-to-one implementation of AI Agents & AI SaaS products in B2B & B2C spaces, leading teams of Data Scientists, Machine Learning Engineers, AI Engineers, Full Stack & QA Engineers at multiple startups. 7+ years as an individual contributor, building scalable high-performance products across a range of tech stacks. Proficient in AI Infrastructure, API Design, Distributed Systems, Caching, responsive UI/UX (Full Stack) as well as Test Driven Development & A/B Testing. 5+ years of technical leadership experience, mentoring and growing peers. AI/ML: FAISS, Apache Airflow, KubeFlow, FastAPI, Flask, gRPC I code in: Typescript, JavaScript, Golang, Java, SQL, Python, Kotlin Other: AWS S3, EC2, Lambda, Kubernetes (EKS), Redshift, Google Cloud, Redis, Docker, pm2 Current tech-stack: AWS, Python, ReactJs, Redis, PostgreSQL & MongoDB

Experience

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

Stealth startup | ai agents

Senior Software Engineer

Nov 2025Present · 7 mos · Gurugram, Haryana, India · On-site

  • Building MVP for an AI Startup using Typescript, Python
  • Optimized Retrieval Augmented Generation (RAG) pipelines with Vector Search
  • Low latency voice calling, shared context across channels
  • Multi-modal input
  • Agentic Memory across channels
  • Infrastructure completely self-hosted and running on a 150$ monthly budget
Artificial Intelligence (AI)Large Language Models (LLM)TypeScriptDockerLarge Language Model Operations (LLMOps)Python (Programming Language)+1

Empirical.run

Senior Software Engineer - AI Agents

Aug 2025Nov 2025 · 3 mos · Gurugram, Haryana, India · On-site

  • Led infrastructure migration from a third-party platform to a self-managed ECS-based deployment
  • Built a Code Review Agent to automatically vet LLM-generated Playwright test autofixes; developed internal tooling to ensure context along with safe, consistent code quality at scale.
  • Improved session reliability and reduced LLM hallucinations with structured prompts.
  • Left to build an MVP for a startup
Artificial Intelligence (AI)Large Language Model Operations (LLMOps)AI Agents

Animall

Senior Software Engineer

May 2023Aug 2025 · 2 yrs 3 mos · Gurugram, Haryana, India · On-site

  • Led zero-to-one implementation of a B2B AI SaaS product that was adopted pan-India by multiple prominent banks like HDFC, ICICI in Cattle Insurance leading a team of Data Scientists, ML, FullStack & QA Engineers
  • Proposed, designed & implemented multi-tenancy architecture & tenant-level encryption for data
  • Added Fuzzy Search in Hindi/English using NodeJs using Dice’s Co-efficient & Redis cache resulting in avg 30% more orders placed per city
  • Led the design & development of modular high-SEO UI templates in React/NextJs reducing repetitive effort, some pages ranking between 1-10 on Google Search.
  • Rewrote legacy APIs with Redis caching improving cache hit-rate by 12% & improving site load time by over 20%.
  • Independently worked with Finance, E-commerce & Growth team PMs, responsible for running feature experiments on cattle trading app with 10M+ downloads & 100k daily users
  • Singlehandedly designed & developed from scratch an automated Order Dispatch, Shipment & Delivery flow tracking system end-to-end for an e-commerce project, resulting in 2% overall cost reduction & much greater granular visibility.
  • Generated real-time Financial data & PDF GST Invoices, Credit Notes for finance & provided data output on Grafana for financial reconciliation
  • Developed high-performing backend APIs with Redis cache in Typescript/NestJs, MongoDB & MySQL
Distributed SystemsGoogle Cloud Platform (GCP)LeadershipAmazon Web Services (AWS)High-Level Design

Warehouse now

2 roles

SDE-2 Fullstack

Jul 2022May 2023 · 10 mos

  • Owned one critical product, worked on critical features across products & helped junior developers grow.
Code ReviewFull-Stack DevelopmentBack-End Web DevelopmentLow-Level DesignJavaScriptMicroservices+8

Full Stack Developer

May 2021Sep 2022 · 1 yr 4 mos

  • Independently worked on Valor, a complex client tracking system to facilitate business decisions based on revenue generated from clients
  • Implemented offset-based pagination to improve site load-time by over 200%
  • Integrated 3rd party APIs with authentication
  • Generated pdf invoices & uploaded to AWS S3
  • Used Chart.js to generate dynamic graphs of client revenue-expenditure data
  • TDD Assertion pattern followed in the MERN stack
  • Unit testing done using Mocha & Chai.js, Sinon.js
  • Used Monads ie folktale.result, function currying & composing
  • Also used Docker, Next.js, Tailwind CSS, PostgreSQL, Sequelize
REST APIsFront-End DevelopmentFull-Stack DevelopmentBack-End Web DevelopmentLow-Level DesignJavaScript+9

Failed startup idea

Software Developer

Nov 2020Mar 2021 · 4 mos

  • Designed backend System using Nodejs, Express, MongoDB+Postgres & Redis for caching.
  • Created database & compute instances on Google Cloud (using GCloud Shell) and deployed microservices
  • Integrated IOT devices with backend REST APIs
  • Implemented user on-boarding using Google Firebase Auth. Phone verification implemented using Firebase
  • OTP feature.
  • Integrated PayTM payment gateway
  • Mentored interns from college & taught them basic SQL queries
  • Made lots of mistakes and learnt to pick myself up from failure!
REST APIsFull-Stack DevelopmentBack-End Web DevelopmentDistributed SystemsLow-Level DesignMicroservices+7

Tata consultancy services

Java Developer

Jul 2019Nov 2020 · 1 yr 4 mos · Kolkata, India

  • After graduating in 2019, I started working as a full stack developer as part of a Java Digital Commercial portfolio at Tata Consultancy Services Ltd.
  • Deployed numerous Java enhancements & bug fixes on 20+ enterprise applications for Johnson & Johnson Europe and Middle-East.
  • Worked on NodeJS/Spring REST APIs to perform CRUD operations
  • Sped up SQL queries & improved web-app performance, reducing website load time by upto 80% in some cases.
  • Wrote SQL queries to extract data from databases based on client requirements (usually quite complex)
  • Wrote SQL scripts to insert/update/delete data in multiple tables
  • Deployed/started/stopped war/ear files on production/testing/dev servers
  • Mentored junior devs & peers
  • Interacted with clients one-on-one to understand client requirements & grievances
  • Databases - MySQL, OracleDB, MSSQL, PostgreSQL
  • Frameworks - Spring/SpringBoot, ReactJS, ExpressJS
REST APIsFull-Stack DevelopmentBack-End Web DevelopmentLow-Level DesignObject-Oriented Programming (OOP)Python (Programming Language)+8

West bengal state electricity transmission company ltd (wbsetcl)

Intern

Jan 2018Jan 2018 · 0 mo · Kolkata Area, India

  • Learnt about SAP, OSI layers in networking and data transfer to MongoDB using MQTT
Python (Programming Language)MySQLCommunication

Ertl(e), stqc, mcit, dit, govt of india

Summer Intern

Jul 2017Aug 2017 · 1 mo · Kolkata Area, India

  • Programmable Logic Controller design, simulation using SCADA & Simatic Manager
C++MySQLCommunication

Panacea society kolkata

Founding Member, Software Developer

Oct 2015Jul 2019 · 3 yrs 9 mos · Kolkata, India

  • Panacea is a philanthropic organisation, founded in early 2015 by my former classmate, Somak Sanyal.
  • Technical -
  • Redesigned & rebuilt website from scratch, integrated Payment Gateway (using Merchant Account & PayTM API) & Oath2.
  • Non-technical -
  • Active duties include leading junior members on Projects to remote locations and often assisting my seniors on their initiatives - their main object being empowerment of the underprivileged.
  • Passive duties include contributing to & collecting donations for poverty-stricken people who benefit from Panacea's initiatives.
Object-Oriented Programming (OOP)MySQLCommunication

Education

Institute of Engineering & Management (IEM)

Bachelor’s Degree — Electronics and Communications Engineering

Jan 2015Jan 2019

Apeejay School Kolkata

Senior Secondary — Science

Jan 2013Jan 2015

South Point High School, Kolkata

Secondary

Jan 2001Jan 2013

Stackforce found 100+ more professionals with Artificial Intelligence (ai) & Typescript

Explore similar profiles based on matching skills and experience