About
Strategic Head with experience in leading a 50-member team to deliver technical events, coordinating club-wide strategy, and increasing member engagement. Proficient in Python, ML/AI, Cybersecurity, Cloud & DevOps, and full-stack development. Skilled in building hybrid threat detection systems and knowledge intelligence platforms.
Experience
Strategic Head
Piston Club, Acharya Institute of Technology
2026-01-01 – 2026-05-01
Directed club-wide strategy across various verticals, coordinating a 50-member leadership team to deliver 10 technical events reaching 300+ student participants in 5 months. Designed quarterly growth roadmaps and accountability frameworks, aligning cross-team activities with the club's vision and increasing active member engagement by 40%. Led stakeholder communication with faculty advisors and external sponsors, securing resources and approvals for technical workshops and inter-college competitions.
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Education
B.E.
Acharya Institute of Technology (VTU)
Computer Science · 2023 – 2027 · 9.26 / 10.0
Class XII
Kendriya Vidyalaya No. 3 (CBSE Class XII)
Science with PCM and Computer Science · 2023 · 91%
Projects
AHRAS Adaptive Hybrid Risk-Aware Security System
Built a hybrid threat detection engine combining Isolation Forest, MLP Autoencoder, and One-Class SVM across 5 OCSF-normalised telemetry classes, achieving F1 = 0.927 and 0% false positive rate. Engineered a real-time 4-source telemetry pipeline processing 376+ events/sec via Apache Kafka, with Shannon entropy ransomware detection and MITRE ATT&CK-mapped signature rules. Deployed a FastAPI SOC platform with adversarially hardened ML and SHAP-style XAI explanations, outperforming signature-only baseline by +6.2% F1.
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Enterprise Knowledge Intelligence System
Built a fully offline Version-Aware RAG system using FAISS HNSW and Mistral-7B, supporting PDF/DOCX/TXT ingestion with sub-50ms retrieval latency across 10,000+ document chunks. Developed a 4-signal Weighted Hybrid Matching (WHM) ranking engine, reducing Outdated Document Retrieval Rate (ODR) by 62% over cosine-only baseline.
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Serverless Intelligent Document Processing Platform
Implemented 3-layer answer verification with per-sentence citation traceability, evaluated across 7 IR metrics. Architected end-to-end serverless pipeline on AWS using API Gateway, Cognito JWT, S3, SQS + DLQ, and Lambda with full Infrastructure-as-Code via AWS CDK. Orchestrated 4-state AI extraction via Step Functions, Textract, and Comprehend. Delivered production observability with CloudWatch dashboards, 5 metric alarms, X-Ray tracing, and full CodePipeline CI/CD.
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Certifications
Deep Learning with Python: Optimizing Deep Learning Models
2026-05-01
Python for Data Science and Machine Learning Essential Training
2026-05-01
Renewable Energy Technology Fundamentals
University of Colorado Boulder
2026-05-01
Mastercard Cybersecurity Job Simulation
Forage
2026-05-01
Data Engineering Foundations
2026-05-01
Next-Generation Cloud Computing & AWS Industry Readiness Program
Acharya Institute
2026-03-01
Machine Learning and AI Foundations
2026-03-01
Introduction to Cloud Computing for IT Pros; Cloud Computing: Understanding Networking
2026-01-01
Ethics in Cybersecurity; Cybersecurity Awareness: AI & Phishing Attacks
2026-01-01
Introduction to AI Ethics and Safety
2026-01-01
Software Architecture: From Developer to Architect
2026-01-01
Software Development Life Cycle (SDLC); Agile Software Development
2026-01-01
Programming Foundations: Algorithms & Databases
2026-01-01
Principles of Gen AI; Prompt Engineering; AI Intelligence Primer Certification
Infosys Springboard
2025-06-01
Deep Learning; Computer Vision 101; NLP Basics
Infosys Springboard
2025-06-01
MySQL with Information Technology
Coursera
2024-11-01
Solving Problems with Creative and Critical Thinking
IBM
2024-09-01
English for Career Development
University of Pennsylvania
2024-03-01
Work Smarter with Microsoft PowerPoint (with Honors)
Microsoft
2024-03-01