SAMPRITI SAHA
Computer Science Student | AI & Security Enthusiast
"Leveraging Machine Learning to Engineer Smarter Defenses."
AGENT DOSSIER
Sampriti Saha
PES University, Bangalore
B.Tech Computer Science & Engineering (Aug 2023 - June 2027)
Cybersecurity • Machine Learning • Operating Systems • Blockchain • Web Development
Computer Science undergraduate operating at the intersection of Machine Learning and Secure Systems. Current work includes network anomaly detection, SOC automation, and end-to-end cyber range security infrastructures, with a focus on interpretable models and robust system design. Approach emphasizes questioning assumptions and understanding why and how a system behaves before attempting to optimize or automate it. Known for high attention to detail, strong systems thinking, and sustained curiosity beyond surface-level implementations. Outside technical work, interests include literature, art, music, guitar, badminton, athletics, and an appreciation for hot chocolate.
OPEN CASES
FAME
Finite-state Anomaly Modeling Engine
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0xRuchiKaraShunti
Forensic Chain of Custody
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OxPwned
Hybrid Malware Detection
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Distributed Monitor
Resource Monitoring & IDS
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ShareVault
Decentralized Storage
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Dep Vuln Monitor
CVE Alerting System
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FIELD REPORTS
Cybersecurity & ML Research Intern
Cyber Manthan Centre, IIIT Hyderabad
- Conceptualizing automated SOC framework for analyst-assisted detection and response
- Co-authoring paper on new methodologies for improving SOC workflows
Cybersecurity & ML Summer Research Intern
C3iHub, IIT Kanpur
- Developed protocol-aware anomaly detection framework combining ML models with state machines
- Achieved 98% accuracy on CIC-IDS2017 dataset
- Authoring research paper: "Finite-state Anomaly Modeling Engine"
Teaching Assistant - Operating Systems
PES University
- Assisting course anchor in creating content and evaluating assignments
Teaching Assistant - Automata Theory
PES University
- Co-created study guides covering CFGs, PDAs, Turing Machines, and Decidability
SME - Fundamentals of Security Engineering
PESU I/O
- Taught 48 students over 30 hours on Red/Blue Team tactics
- Developed curriculum and hands-on labs (Wireshark, SQLi, nmap, etc.)
TOOLS OF THE TRADE
Languages & Frameworks
Security Arsenal
AI & Machine Learning
Infrastructure
COMMENDATIONS
Oxford ML Summer School
OxML 2025, UK
One of the youngest participants for advanced sessions in AI Safety, Generative Models, and Reinforcement Learning
National Finalist
PNB Cybersecurity Hackathon @ IIT Kanpur
Built OxPwned, a hybrid malware detection system
1st Place - Kodikon 3.0
National Hackathon
Engineered automated React component testing extension among 300+ teams
4th Place - CIDECODE 2.0
CID Karnataka
Developed tamper-resistant forensic tool using blockchain and IPFS
Finalist - ReverseXCoding
Shaastra, IIT Madras
Competitive reverse engineering challenge focused on black-box I/O behavior
CTF Member - ISFCR
PES University
Participated in international CTFs, authored challenges for CryoVault CTF
DEAD DROPS
Encrypted Mail
sampritisaha@gmail.com
Code Repository
github.com/Sampriti2803
Professional Intel
linkedin.com/in/sampriti-saha
Let's collaborate on cybersecurity research, ML projects, or secure system design.
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