Srikanta Banerjee

Senior Software Engineer

Bengaluru, Karnataka, India4 yrs 4 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in multi-agent systems and AI workflows.
  • Proven track record in scalable backend infrastructure.
  • Strong background in full-stack development across industries.
Stackforce AI infers this person is a SaaS and EdTech expert with strong capabilities in AI and full-stack development.

Contact

Skills

Core Skills

Multi-agent SystemsAi AgentsLarge Language Models (llm)FastapiFull-stack DevelopmentMicroservicesWeb DevelopmentSeo

Other Skills

AWSActiveCampaignAlgorithmsAmazon BedrockAmazon SQSAmazon Web Services (AWS)Ant DesignC++Cascading Style Sheets (CSS)ChakraComputer VisionConversion OptimizationData StructuresDockerElementor

About

Experienced in designing and building multi-AI agent systems, scalable distributed systems, complex data pipelines, workflow automations, and SaaS platforms across diverse industries including Healthcare, B2B SaaS, E-commerce, EdTech, Retail, and Energy. Skills/Tech Stack: * Languages: C++, Python, Go, JavaScript, TypeScript * Frameworks & Libraries: Node.js, Express, React, Next.js, FastAPI, Flask, Echo, Tailwind CSS * Databases: PostgreSQL, MySQL, BigQuery, MongoDB, Pinecone, ChromaDB, Supabase, Firebase * AI/ML & LLM Stack: LangChain, LangGraph, Hugging Face, Vertex AI, Groq, Ollama, AWS Bedrock, OpenAI, Cohere, Fine-tuning LLMs, Retrieval-Augmented Generation (RAG), Evals * Event Driven Architecture: Kafka, Celery, RabbitMQ, AWS SQS etc. * Cloud & DevOps: AWS, GCP, Docker Compose, GitHub Actions * Observability & Monitoring: Grafana, Prometheus, PM2, Sentry * Automation & Web Scraping: Playwright, Selenium, BeautifulSoup

Experience

4 yrs 4 mos
Total Experience
1 yr 6 mos
Average Tenure
1 yr 3 mos
Current Experience

Enverus

Senior Software Engineer

Mar 2025Present · 1 yr 3 mos · Remote

  • Optimized memory usage of a complex multi-agent workflow by 50%, significantly improving system efficiency.
  • Designed and implemented a modular workflow builder, accelerating the development and deployment of intelligent agents.
  • Built a collaboration agent from the ground up, enabling intelligent query routing for enhanced user interaction.
  • Developed an agentic retrieval system using AWS OpenSearch and reasoning techniques to retrieve documents with high relevance.
  • Engineered multiple internal remote MCP servers to support large-scale document search, retrieval, reranking, extraction, and reasoning—leveraging AWS Bedrock Data Automation to process millions of documents efficiently.
LangGraphAmazon BedrockAmazon SQSAI AgentsMulti-agent Systems

Coteach

Senior Software Engineer

Jun 2024Mar 2025 · 9 mos · United States · Remote

  • Built and launched CoTeach’s backend infrastructure from scratch, designing a scalable, high-performance system capable of handling millions of requests efficiently.
  • Developed and deployed production-grade Retrieval-Augmented Generation (RAG) pipelines, improving system reliability and response accuracy.
  • Implemented advanced retrieval techniques (reranking, parsing, query optimization), leading to faster response times and improved data accuracy.
  • Created an automated AI course creation agent and AI-driven workflows using LangGraph, streamlining content generation and delivery.
  • Built and optimized a robust payment infrastructure on Stripe, enabling recurring billing, dynamic usage-based pricing, and token-based payments for flexible monetization.
  • Integrated 10+ third-party platforms, including Slack, Guru, and Telegram, enhancing system interoperability and user engagement.
  • Automated deployments and CI/CD pipelines on AWS, reducing deployment time and operational overhead while improving development efficiency.
Python (Programming Language)LangChainFastAPIDockerLarge Language Models (LLM)Amazon Web Services (AWS)

Geeksforgeeks

Mentor & Instructor

Mar 2024May 2024 · 2 mos · Gurugram, Haryana, India · On-site

  • * MERN Full Stack Web Development - Classroom Program (Gurugram).

Mercor

Engineering Manager

Jun 2023Oct 2023 · 4 mos · Remote

  • Led and managed 3-4 cross-functional teams in the development of AI products from inception to delivery.
  • Architected and implemented a robust data pipeline capable of processing 30 million product embeddings daily.

Masai

Mentor & Instructor

Sep 2022Jun 2023 · 9 mos · Remote

  • * Mentored & taught 200+ students learning MERN stack in PT-WEB-08 & PT-WEB-11 batch.

Hexahealth

Full Stack Engineer

Feb 2022Jun 2024 · 2 yrs 4 mos · Gurugram, Haryana, India

  • Designed and implemented a call intelligence system to analyze agent performance, customer sentiment, and topic trends, driving data-driven decision-making and improving customer service efficiency.
  • Developed an AI-powered healthcare chatbot and RAG application using Gemini, Dialogflow SDKs, and Vertex AI, automating patient interactions and medical inquiries.
  • Engineered a scalable backend infrastructure for a high-traffic patient application, efficiently managing millions of daily requests with low latency and high reliability.
  • Built a smart backend leveraging GPT-Vision to accurately extract critical data from medical prescriptions, improving processing efficiency and reducing manual intervention.
  • Independently migrated and rebuilt a CMS dashboard using the MERN stack, replacing legacy .NET infrastructure for better performance and scalability.
  • Created a robust synchronization microservice for lead management and seamless WhatsApp integration with Zoho CRM, enhancing cross-platform data consistency and workflow efficiency.
  • Integrated and optimized SDKs for multiple third-party APIs, ensuring seamless connectivity, enhanced performance, and scalability across systems.
Node.jsExpress.jsMySQLFull-Stack DevelopmentZoho CRMAmazon Web Services (AWS)+5

Freelance

Full Stack Developer

Dec 2019May 2021 · 1 yr 5 mos

  • Redesigned and developed high-performance websites for clients including Advisory Board Chair Australia, Tweak HR, and SwiftFNQ, enhancing user experience and brand visibility.
  • Optimized SEO strategies and conversion rates using Google Analytics, driving increased traffic and measurable growth in client engagement.
  • Integrated CRMs and payment systems such as ActiveCampaign, WhatsApp chatbots, PayPal, and Stripe, streamlining automation, customer communication, and payment workflows.
HTMLWooCommerceGoogle AnalyticsMySQLElementorJavaScript+7

Education

Indian Institute of Technology, Ropar

Minor in Artificial Intelligence — Artificial Intelligence

Aug 2024Aug 2025

Sikkim Manipal University (SMU)

BCA — Computer Science

Jan 2017Jan 2021

Masai

Full Stack Web Development — Computer Software Engineering

Jun 2021Jan 2022

Holy Rock School

ISC — Science (Higher Secondary)

Jan 2014Jan 2016

East West Model School

ICSE — Secondary Education

Jan 2007Jan 2014

Srikanta Banerjee - Senior Software Engineer | Stackforce