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SAMPRITI SAHA

Computer Science Student | AI & Security Enthusiast

"Leveraging Machine Learning to Engineer Smarter Defenses."

Classified

AGENT DOSSIER

CLEARANCE: TRAINEE ACCESS
CODENAME:

Sampriti Saha

AFFILIATION:

PES University, Bangalore

B.Tech Computer Science & Engineering (Aug 2023 - June 2027)

INTERESTS:

Cybersecurity • Machine Learning • Operating Systems • Blockchain • Web Development

MISSION BRIEF:

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.

9.5/10
CGPA
Top 5%
5x
Hackathons
Winner
2
Research
Internships
2
Papers
In Progress
Investigation Files

OPEN CASES

CASE #001
ACTIVE

FAME

Finite-state Anomaly Modeling Engine

Click to open case file...

CASE #002
CLOSED

0xRuchiKaraShunti

Forensic Chain of Custody

Click to open case file...

CASE #003
CLOSED

OxPwned

Hybrid Malware Detection

Click to open case file...

CASE #004
CLOSED

Distributed Monitor

Resource Monitoring & IDS

Click to open case file...

CASE #005
CLOSED

ShareVault

Decentralized Storage

Click to open case file...

CASE #006
CLOSED

Dep Vuln Monitor

CVE Alerting System

Click to open case file...

Operation History

FIELD REPORTS

Cybersecurity & ML Research Intern

Cyber Manthan Centre, IIIT Hyderabad

ACTIVE
HyderabadDec 2025 – Present
  • 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

COMPLETED
KanpurJun 2025 – Sep 2025
  • 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

ACTIVE
BangaloreJan 2026 – Present
  • Assisting course anchor in creating content and evaluating assignments

Teaching Assistant - Automata Theory

PES University

COMPLETED
BangaloreAug 2025 – Dec 2025
  • Co-created study guides covering CFGs, PDAs, Turing Machines, and Decidability

SME - Fundamentals of Security Engineering

PESU I/O

COMPLETED
BangaloreSep 2025 – Nov 2025
  • Taught 48 students over 30 hours on Red/Blue Team tactics
  • Developed curriculum and hands-on labs (Wireshark, SQLi, nmap, etc.)
Technical Inventory

TOOLS OF THE TRADE

Languages & Frameworks

PythonGoCJavaScriptTypeScriptFlaskReact.jsNext.jsAssembly

Security Arsenal

ZeekSuricataWazuhWiresharkBurpSuiteCowrieYARAClamAVnmap

AI & Machine Learning

TensorFlowPyTorchLangGraphGenerative AIHidden Markov ModelsQ-Learning

Infrastructure

DockerKubernetesMQTTgRPCMongoDBMySQLPostgreSQLRedisNeo4jIPFS
Honors & Awards

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

Secure Channels

DEAD DROPS

Ready to start an investigation?

Let's collaborate on cybersecurity research, ML projects, or secure system design.

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