Manish Kumar
Open to work0 years experienceAI & Data Science Student
B.Tech student in AI & Data Science with a Cloud Computing specialization.
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Skills & Technologies
33 skillsGitHub Activity Evidence
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Work Experience
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Projects
AI Security Dashboard & Chatbot
- Engineered an AI-based security monitoring system that analyzes user activity logs, calculates risk scores across 5+ anomaly types, and flags incidents such as bulk exports and off-hours access in real time.
- Implemented a policy-driven AI chatbot capable of answering document security queries and enforcing role-based access controls, reducing manual security review effort by ~35%.
- Designed a real-time analytics dashboard with alert summaries and risk-level visualizations, enabling security teams to identify and respond to threats 2x faster.
Kubernetes Backup & Disaster Recovery Platform
- Built a scalable Kubernetes backup platform with automated orchestration and multi-cluster management, supporting 10+ cluster configurations via a centralized control system.
- Implemented automated shadow restore testing to validate backup integrity before failures occur, reducing data recovery risk by 60% and cutting manual validation time by 50%.
- Designed real-time dashboards displaying health metrics, DR readiness scores, and alerts, improving infrastructure reliability by 40% and reducing mean recovery time significantly.
Smart Agriculture Surveillance
- Developed a YOLO-based deep learning pipeline processing drone imagery to detect 8+ paddy crop disease types with over 90% detection accuracy in real-time field conditions.
- Integrated IoT sensor data with the AI model to deliver instant, location-specific treatment recommendations via an interactive dashboard, cutting farmer response time by 3x.
Leaderboard Standings
Leaderboard Position Pending
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Assessment Highlights
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AI Collaboration Score
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Role Compatibility Profile
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Achievements
President, Intelligentsia Club
President, Intelligentsia Club – KL University: Led club operations and coordinated a team of 20+ members, organizing 15+ tech events and workshops for 3,000+ student participants.
AI & ML Workshop Facilitator
Conducted AI & ML knowledge sessions and hands-on coding workshops that improved technical skill scores of 200+ attendees.
About Details
Professional Bio
B.Tech student in AI & Data Science with a Cloud Computing specialization. Strong foundations in machine learning, deep learning, NLP, LLMs, and data analytics. Certified in Oracle Gen AI and Google Associate Cloud Engineer with hands-on project experience in AI-driven systems.
B.Tech in AI & Data Science (Cloud Computing) in AI & Data Science
KL University (2023 - 2027)
Diploma in E.C.E in E.C.E
Priyadarshini Institute of Technology ( - 2024)
SSC
S.G.S E.M High School ( - 2021)