Janardhan P

Machine Learning Engineer

Bengaluru, Karnataka, India9 yrs 7 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI/ML with 9 years of experience.
Developed advanced anomaly detection models.
Skilled in Cloud Security and DevSecOps.

Stackforce AI infers this person is a SaaS-focused AI/ML Engineer with strong expertise in Cloud Security and DevSecOps.

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Skills

Core Skills

Ai/mlMachine LearningCloud ComputingData ScienceCybersecurityVulnerability Management

Other Skills

Amazon Web Services (AWS)Python (Programming Language)KubernetesGen aiPythonGPTRAG architecturePineconeNLPGPT-based LLMsAmazon ECSAgile Project ManagementAmazon EC2AWS LambdaAmazon S3

About

Experienced IT professional with 9 years of expertise in AI/ML and CloudSecurity, DevSecOps, Proven ability to develop and deploy anomaly detection models using Python and Azure ML Studio. Skilled in working with structured and unstructured data, performing data pre-processing, model evaluation, and full ML lifecycle deployment. 🚀 Projects: - SIEM Log Analyzer (Streamlit + Anomaly Detection) using Python - Phishing Email Classifier using ML Tools: BlackDuck, SonarCloud, Burp suite, Qualys, Confluence, Jira, AWS Inspector, Prisma Cloud Skills : Vulnerability Management, AI/ML, Python, Flask, Threat Modeling, ISO 27001, GDPR, CSA STAR Auditing etc Open to freelance, remote, or consulting roles in AI Security, Cloud Security, and DevSecOps.

Experience

9 yrs 7 mos

Total Experience

1 yr 7 mos

Average Tenure

Current Experience

Cgi

2 roles

Senior AI/ML Engineer

Jan 2024 – Jun 2025 · 1 yr 5 mos · Bengaluru, Karnataka, India · Hybrid

Worked for one of the largest private cloud projects with respect to AI/ML and using tools like Power BI, PostMan, OpenStack, Docker, Apache Spark, Azure Cognitive Services.
Roles & Responsibilities:
Built a GPT-powered assistant ConsultAide using RAG architecture, combining vector search (Pinecone) with GPT to deliver accurate, context-driven answers from enterprise knowledge bases, reducing document search time
Developed an intelligent decision-support system using GPT-based LLMs and NLP to analyze historical maintenance logs and recommend solutions for new technical incidents

Amazon Web Services (AWS)Machine LearningPython (Programming Language)AI/MLKubernetesGen ai

Senior Machine Learning Engineer

Jan 2024 – Jun 2025 · 1 yr 5 mos · Bengaluru, Karnataka, India · Hybrid

AI/MLGen ai

Trianz

Tech Lead

May 2023 – Nov 2023 · 6 mos · Bengaluru, Karnataka, India · Hybrid

• Automated IT-ticket management with ML classification, achieving 87% accuracy and reducing manual routing for 80,000+ annual tickets using scikit-learn and NLTK

Amazon ECSPython (Programming Language)Agile Project ManagementAmazon EC2AWS LambdaAmazon S3+5

Tata elxsi

Sr Engineer

Oct 2020 – Feb 2023 · 2 yrs 4 mos · Bangalore Urban, Karnataka, India · Hybrid

• Designed and implemented an AI Ethics and Data Governance framework (“Ethical Wall”) for a Canadian healthcare client. Defined role-based access policies, automated privacy risk assessments, ensuring compliance with GDPR

Amazon Web Services (AWS)Continuous Integration and Continuous Delivery (CI/CD)General Data Protection Regulation (GDPR)Agile Project ManagementAmazon EC2AWS Lambda+5

Wipro

Cyber Security Administrator

Feb 2017 – Feb 2020 · 3 yrs · India · On-site

Worked on Vulnerability Management of On-prem and cloud instances using Qualys
Identify and resolve any false positive findings in assessment
results
Managing policies, Administrating and troubleshooting of Firewalls and VPN (CheckPoint)
Implementing Content Filtering and web security using Bluecoat

Vulnerability ManagementKali LinuxOWASPVMware vSphereQualysLinux+3

I4 global information technologies limited

System Engineer

Feb 2015 – Jul 2016 · 1 yr 5 mos · Bengaluru, Karnataka, India

Responsibilities:
Handling Service and incident Tickets using BMC REMEDY tool
Configuring, managing and troubleshooting of Network
Devices
Imaging laptops & configuring them with necessary softwares and permissions using AD

Nexsus techno solutions

System Support Engineer

Mar 2014 – Feb 2015 · 11 mos · BANGALORE

Configuration of routing and switching equipment;• Install and configure voice recorder application (CALL CONFINE and VOICE LOGGER)
Install and configure outbound dialing solution application ( MAXDIAL)
Install and configure inbound solution application (INTERACT)
Attend and troubleshoot the issues related to the installed products
Scanning and generating reports related to application events
Taking back up of recorded files and transferring them to Head office for monitoring the logs