KiranSheoran
Bachelor of Engineering in Information Technology Student
Information Technology engineering student with experience building AI/ML, agentic AI, Android, and data-driven applications. Winner of Smart India Hackathon 2025 and finalist at Barclays Hack-O-Hire 2026.
Location
Status
Experience
Professional trajectory
Joint Secretary
Organized a 700+ participant national-level hackathon, conducted DSA workshops for 200+ students, and mentored students in DSA and problem-solving strategies.
Projects
Selected works & experiments
AML SAR Investigator Agent - Barclays Hack-o-Hire
Built an autonomous AML investigation system using LangChain AgentExecutor with tool-calling across 5 datasets (3,000 customers, 56,000+ transaction records) to investigate fraud alerts step-by-step. Engineered 6 LangChain @tool functions covering KYC profiling, account analysis, suspicious transaction extraction, and SAR deduplication logic to reduce false positives. Designed a 7-section sequential SAR generation pipeline grounded in an evidence JSON schema, preventing LLM hallucination by restricting each section to verified tool outputs only. Integrated Langfuse observability (self-hosted via Docker) for full agent trace capture and built a 3-panel Streamlit UI for live trace inspection and analyst review of SAR drafts before filing.
Fish Catch Identification - SIH 2025 Winner
2025Won 1st place nationally at Smart India Hackathon 2025 (ISRO) — built an offline-first Android app classifying 12 fish species using YOLOv8 + TensorFlow Lite, deployed for fishermen in low-connectivity coastal regions. Achieved 97% accuracy in species detection and freshness analysis entirely on-device without internet connectivity. Implemented coin/ArUco marker-based volume estimation using OpenCV with biological weight-length formulas and dual-model inference pipeline balancing real-time preview speed with capture accuracy. Designed offline-first SQLite + Firebase Firestore sync using Android WorkManager for automatic background upload of geo-tagged catch data.
Stack
Tools & Technologies
Education
Academic background
Army Institute of Technology
Bachelor of Engineering - Information Technology
GPA: 8.7
Smart India Hackathon 2025 Winner Certificate
ISRO
Dec 2025
Barclays Hack-O-Hire Finalist Certificate
Barclays
Mar 2026
Deutsche Bank Scholar Selection
Deutsche Bank
Feb 2025
Kiran Girls Scholarship Selection
Persistent Foundation
Jan 2025
Partex AI AlgoFusion Hackathon Finalist
Army Institute of Technology
Apr 2026
6-Star Mark on HackerRank's Problem Solving Category
HackerRank
Dec 2024