---
title: "Aman Raghuvanshi - Software Engineer (AI/ML) in Greater Bengaluru Area | Tal"
description: "Meet Aman Raghuvanshi, Software Engineer (AI/ML) @ CYFIRMA | Multi-agent Systems, MCP, A2A, ETLM, Agentic Workflows, RAG based in Greater Bengaluru Area. AI stack includes claude, langchain, and ollama. Explore public work links including github and medium."
image: "https://tal.club/meet/aman-raghuvanshi/share-image"
---

# Aman Raghuvanshi on Tal

## Headline

Software Engineer \(AI/ML\) @ CYFIRMA \| Multi\-agent Systems, MCP, A2A, ETLM, Agentic Workflows, RAG

## About

I’m a Software Engineer with a strong focus on AI/ML\-driven systems, passionate about building intelligent, scalable products that solve real\-world problems\. At CYFIRMA, I work on complex, data\-intensive platforms where I design and implement high\-performance backend systems and automated scanning pipelines\. My role involves working with large volumes of structured and unstructured data, building reliable processing workflows, and enabling smarter decision\-making through analytics and automation\. I’m particularly interested in applying Machine Learning and Generative AI to: • Automate security and operational workflows • Extract insights from large\-scale data • Build intelligent systems that adapt and improve over time My core strengths include: \- Software engineering for AI/ML systems \- Data processing pipelines & system architecture \- Model integration, deployment, and performance optimization \- Turning research ideas into production\-ready solutions With a B\.Tech in Computer Science, I bring a strong foundation in algorithms, systems, and applied engineering\. I enjoy working at the intersection of engineering and intelligence, where code meets learning, and systems become smarter with data\. I’m driven by curiosity, experimentation, and building products that are not just functional — but measurably useful, scalable, and impactful\. I’m actively interested in roles such as AI Engineer, Machine Learning Engineer, and Software Engineer \(AI/ML\)\.

## Location

Greater Bengaluru Area

## AI stack

claude

langchain

ollama

hermesagent

PydanticAI

Qdrant

## Work experience

Software Engineer \(AI/ML\) at CYFIRMA, Jul 2025 \- Present · 1 yr 4 mos, Bengaluru, Karnataka, India, • Developed and deployed an Agentic AI system functioning as a Level 1 SOC Analyst, automating vulnerability detection and threat correlation\. • Architected a company\-wide AI\-powered information retrieval platform, enhancing security intelligence and knowledge discovery across teams\. • Engineered scalable backend services for real\-time data ingestion, improving system reliability and operational efficiency\.

Senior Technical Research Analyst \- ML / AI / GenAI at Intellipaat, Aug 2024 \- Jul 2025 · 11 mo, Bengaluru, Karnataka, India, • Led Al/ML research and development across Generative Al, MLOps, and backend optimization\. • Designed and deployed machine learning models that reduced system response time by \~50%\. • Built LLM\-powered automation systems and fine\-tuned models for domain\-specific tasks\. • Implemented scalable MLOps pipelines for training, deployment, monitoring, and versioning\. • Optimized deep learning architectures, improving accuracy, inference speed, and efficiency\.

Technical Research Analyst \- ML & AI at Intellipaat, Aug 2023 \- Jun 2024 · 10 mo, Bengaluru, Karnataka, India, \- Built predictive machine learning models and data\-driven solutions, improving data processing efficiency by \~30%\. \- Designed and deployed cloud\-based AI systems, ensuring scalability, reliability, and production readiness\. \- Developed end\-to\-end data pipelines for ingestion, transformation, and real\-time analytics, enabling faster business insights\. \- Created interactive AI dashboards for visualization and monitoring, supporting decision\-making across teams\. Conducted continuous research on AI/ML trends and emerging techniques, contributing to experimentation and innovation initiatives\.

Frontend Web Developer at UNIcompiler, May 2022 \- Aug 2022 · 4 mos, Remote, Worked on frontend web development, focusing on UI/UX, responsive design, and performance optimization\. Key Responsibilities & Achievements: ✅ Developed responsive and interactive UI components, increasing user engagement\. ✅ Optimized website performance, reducing load times by 40%\. ✅ Integrated modern web frameworks, improving cross\-browser compatibility\. ✅ Ensured accessibility compliance, making the website more user\-friendly\.

Campus Ambassador at Internshala, Sep 2021 \- Sep 2021 · 1 mo, India, ✅ Promoted internship opportunities, connecting students to career resources\. ✅ Engaged in outreach and career development initiatives, increasing awareness\.

## Education

Bachelor of Technology \- BTech, Computer Science, Lovely Professional University

Higher Secondary Education, Mathematics, Physics, Chemistry, DPS Inter College

## Public links

- github: https://github\.com/amanraghuvanshicyfirma
- medium: https://medium\.com/@iamanraghuvanshi

[View the original profile](https://tal.club/meet/aman-raghuvanshi)

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