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Projects
T
Trial
Real Time Video Surveillance for Traffic Rule Breach Detection
P
Prep
Surf - Search - Study at the best university for you through the best university companion
N
Nazar
Real Time Electronic Component Classification and Identification
H
HERA: Hierarchical Ensemble Reasoning Agent
Multi-agent system for code generation with ensemble voting and hybrid reasoning
Designed a 3-layer Google ADK multi-agent system that mitigates correlated LLM errors through ensemble voting. Benchmarked a 32B model on a single L4 GPU. Integrated a hybrid Code World Model combining AST and neural components with GEPA gradient-free prompt optimizer across 14 tools.
Experience
Graduate Assistant / Researcher
Florida Polytechnic UniversityAug 2024 — May 2026 · Lakeland, FL
Developed ensemble QSPR models predicting PFAS-MP sorption on 3,816 compounds with R² = 0.89. Co-authored publications on hurricane property and crop loss forecasting. Built LLM and computer vision pipelines that boosted task success by 57% using reinforcement learning signals.
Independent Software Engineer
CVector Energy CorpJun 2025 — Aug 2025 · New York, United States
Shipped persona-driven digital twins for energy demand forecasting with supervisor-led LLMOps infrastructure. Deployed streaming ETL and memory services with auto-scaling and load balancing. Led end-to-end shipment of 3 UI experiments and implemented type-safe validation using DSPy and Effect-TS for multi-modal system integrations.
Software Engineer
Prophet Town LLCOct 2022 — Aug 2024 · Oakland, California, United States
Onboarded 30+ on-demand bidders by directing frontend development for an auction marketplace across 10+ releases. Reduced alert-to-action latency in weather station monitoring through push notifications and WebSockets. Refactored offline-first data layer with conflict resolution and background sync, cutting errors by 60% across environments.
Software Engineering Consultant
Core Software Integrated LLCJan 2022 — Feb 2023 · Lalitpur District, Nepal
Delivered 5 client projects end-to-end including BLE provisioning for smart locks and MQTT fleet management. Designed cross-platform offline-first data layer that cut field-sync failures by 40%. Set up CI/CD pipelines and component library, reducing per-project bootstrap time.
Education
Florida Polytechnic University
Master of Science - MS in Computer Science
Aug 2024 — May 2026
GPA: 3.95. Innovation Grant Winner (Provost, 2025). GDG Founding Lead (Google, 2025). Reviewer for BIG & EMJ (2025).
Tribhuvan University
Bachelor of Engineering - BE in Computer Engineering
Nov 2015 — Sep 2019
- Worked on Research Paper titled 'Computer Vision-based Traffic Rule Breach Detection'
- Implemented Object Detection and Classification API to detect electronic components
- Established the open-source and OOA on conducted various workshops and seminar under KEC IT Club along with representing the club on various events and talks
- Initiated a research-oriented methodology by installing on-campus workstation for students
- As an acting president in 2019, with collaboration with various clubs of KEC, commenced Dristi2.0 - A national event representing students from a various engineering background
- Collaborated with the IT Section and Engineering Department to bridge the knowledge gained from institution and apply over career and profession
Credentials
F
Honor or award
Merit based Assistantship
Florida Polytechnic University
Issued Aug 2024
O
Honor or award
Outstanding Paper Presentation
Office of KEC Research and Publications (OKRP)
Issued Nov 2019
K
Honor or award
Merit based Scholarship
Kathmandu Engineering College, Tribhuvan University
Issued Mar 2018
C
Publication
Computer Vision Based Traffic Rule Breach Detection
This paper is about the detection of traffic rule breach via computer vision which takes the feed from the traffic surveillance system, processes the video feed, detects the breach and alerts the traffic police. Hence, this system aids law enforcement agencies in implementing road safety efficiently and effectively ensuring smooth traffic flow.
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Skills
Large Language Model Operations (LLMOps)Problem SolvingEasily AdaptableMulti-agent SystemsProduct DevelopmentOne On OneManagementCollaborative LeadershipLeadershipNetworkingResearch and Development (R&D)Agile MethodologiesDSPyFull-Stack DevelopmentArtificial Intelligence (AI)Docker