Souvik Mahanty

DevOps Engineer

Bengaluru, Karnataka, India4 yrs 1 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Reduced API response times by 75%
Achieved 99.98% system uptime
Engineered systems for 10,000+ concurrent interactions

Stackforce AI infers this person is a Backend Developer specializing in Fintech and AI-driven solutions.

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Skills

Core Skills

Ai InfrastructureWorkflow AutomationConversational AiReal-time SystemsMicroservicesSystem OptimizationData ExtractionData Analysis

Other Skills

Python (Programming Language)FastAPIGen AIApache KafkaPythonKafkaAerospikeFlaskData ScienceSQLModel Context Protocol (MCP)LangGraphLangChainRadisGoogle Gemini

About

As a Backend Developer with more than 4 years of experience, I specialize in building scalable conversational AI frameworks, real-time microservices, and data-driven systems. I have a proven track record of optimizing system performance, having reduced API response times by 75% and improved scalability to handle millions of user interactions. I’ve worke high-traffic applications, including the Conversational Framework and Apply Workflow, boosting chatbot adoption by 50%. Designed and spearheaded multiple new integrations on Chatbot. With strong debugging skills handled production and client issues and maintained system responsiveness with an uptime of 99.98%. My expertise includes Python, Kafka, GenAI, Aerospike, and MongoDB. I've also engineered real-time a real-time audio interaction system processing 10,000+ concurrent voice-based conversations hourly that reduced recruiter effort by 50%. I’ve introduced a multi-layer normalization pipeline for user response processing, achieving 95% accuracy, and integrated GenAI to enhance speech-to-text accuracy by 20%. I’m passionate about simplifying complex backend challenges, improving system efficiency, and collaborating with cross-functional teams to deliver innovative solutions aligned with business objectives. I’m eager to learn new technologies and tackle challenging backend problems to drive innovation and efficiency. Open for new opportunities.

Experience

4 yrs 1 mo

Total Experience

1 yr 10 mos

Average Tenure

5 mos

Current Experience

Perfios

Senior Member of Technical Staff

Nov 2025 – Present · 5 mos · Bengaluru · Hybrid

Leading the Innovation team and building complete Agentic flow of the BRE engine, designing a autonomous workflow that intelligently validates and iteratively refines complex decision logic, removing manual intervention of workflow creation.
Architected a centralized enterprise AI Infrastructure based on the Model Context Protocol (MCP), establishing a standardized and scalable interface that decouples GenAI capabilities from core application logic, facilitating rapid integration of new AI tools.
Designed a robust multi-agent system architecture enabling high-concurrency operations, implement-
ing an optimized state management layer to ensure seamless persistence and reliability across real-time and background processes.

Python (Programming Language)FastAPIAI InfrastructureWorkflow Automation

Info edge india ltd

2 roles

Senior Software Engineer

May 2023 – Nov 2025 · 2 yrs 6 mos

Led the development and architectural design of high-traffic applications like Conversational Framework and Apply Workflow, ensuring high-quality code and seamless scalability. Enhanced the Chatbot Framework to support thousands of real-time conversations, increasing chatbot adoption by 50%. Optimized Bot Response API performance by 70% using query optimization, database indexing, and in-memory caching, enabling scalability for hundreds of thousands of users. Implemented a GPT-Based Naukri Conversation Tree Generator, simplifying conversation creation for non-technical users. Developed a scalable real-time audio interaction microservice with Python and Kafka, handling 10,000+ concurrent calls per hour, and leveraged Aerospike for session management, achieving a 70% pickup rate. Designed a multi-layer normalization pipeline with 95% accuracy for user response processing, integrating GenAI to boost speech-to-text accuracy by 20%. Mentored interns, provided technical guidance, and led Agile processes, collaborating with cross-functional teams to align solutions with user and business objectives.

Gen AIApache KafkaConversational AIReal-time Systems

Software Engineer

Jul 2022 – Apr 2023 · 9 mos

Built and optimized Naukri’s Conversational Framework, enabling 10M+ monthly profile updates and handling 2.5CR+ daily hits. Improved chatbot accuracy and performance by 24% through modularizing legacy code and implementing lazy loading. Integrated Eleven Labs' text-to-speech, enhancing real-time human-like Indian voice interactions. Automated workflows with a cron job system, reducing manual effort. Ensured 99.98% production stability by proactively addressing system and client issues.

Gen AIFlaskConversational AISystem Optimization

Persistent systems

Software Engineer Intern

Jan 2022 – Jun 2022 · 5 mos · Pune, Maharashtra, India

Built a Resume Parser using Spacy, pdfminer, docx2txt, and regex for accurate data extraction, achieving 95%+ accuracy and 800ms response time. Analyzed stock prices using Numpy, Pandas, Matplotlib, and Seaborn, providing valuable data insights and visualizations. Developed Python scripts to automate key business processes, improving operational efficiency and scalability.

Data ScienceSQLData ExtractionData Analysis