RECONNECT
Multimodal generative AI cognitive memory assistance system for dementia care (Alzheimer’s disease).
Open for AI/ML & Backend Roles
Hello! I'm
Binu Prajapati
AI/ML Backend & Full-Stack Developer📍 Bhaktapur, Nepal
Final-year Computer Engineering student at Khwopa Engineering College with hands-on experience in AI/ML backend and full-stack development, multi-stage data pipelines, and machine learning applications across academic and hackathon projects.
NationalAI Hackathon '261st Runner-Up Winner
AI/ML & BackendFastAPI • Django • PyTorch
Backend & Databases
Building Django, FastAPI & Flask backends, REST APIs, and database apps with PostgreSQL, MongoDB, MySQL & SQLite.
AI/ML & Data Pipelines
Designing multi-stage pipelines for text, audio, and video data using PyTorch, Whisper, PyAnnote, InsightFace, and LLMs.
Hackathon Winner
1st Runner-Up at NationalAI Hackathon 2026, AI/ML Track Winner at KU Hackathon 2025, and workshop lead.
Data & Architecture
Python data processing with Pandas and NumPy, integrating ML/NLP components into robust end-to-end applications.
Featured Portfolio
Featured Engineering Projects
A showcase of technical projects spanning machine learning architectures, multimodal AI pipelines, and backend systems.
POLARISAI
AI-powered controversy intelligence platform and browser extension for real-time claim analysis.
RentEra
Django-based peer-to-peer rental marketplace with verification, smart recommendations, and payments.
Logic Lens
AI reasoning assistant and browser extension for real-time logical fallacy detection and critical feedback.
Painting Muse
Full-stack art commerce platform featuring filtering, category search, and secure PayPal integration.
CloudFusion
Unified cloud storage management platform aggregating multiple Google Drive accounts into a centralized dashboard.
Milestones & Impact
Experience, Achievements & Leadership
National hackathon awards, leadership roles, engineering internships, and verified technical programs.
Hackathon Award
NationalAI Hackathon 2026 — 1st Runner-Up
POLARISAI: Controversy Detection & AI Prevention System
Engineered an explainable controversy scoring framework and browser extension by developing a multi-stage NLP pipeline integrating claim extraction, Reddit multi-thread retrieval, stance detection, emotion analysis, and constructive statement reformulation. Secured 1st Runner-Up position at NationalAI Hackathon 2026.
PythonFastAPIMulti-Stage NLPLLM APIsReddit APIBrowser Extension
Hackathon Win
KU Hackathon 2025 — AI/ML Track Winner
Logic Lens: Fallacy Detector & AI Reasoning Assistant
Developed an AI-powered logical fallacy detection and reasoning assistant delivered through a browser extension for real-time text analysis, argument structure evaluation, and educational feedback. Won 1st Place in the AI/ML Track at KU Hackathon 2025.
PythonAI/MLNLPLLM APIsChrome ExtensionReal-Time Reasoning
Leadership & Dev
Workshop Lead — Nobel Internship
WordPress Web Design Workshop Lead & Full-Stack Contributor
Facilitated an intensive 4-day WordPress web design workshop, guiding participants through hands-on exercises in site development and design. Gained hands-on experience in Agile-style team-based software development with roles spanning UI/UX, backend, and project coordination.
Workshop LeadAgile / ScrumUI/UXBackendProject Coordination
Engineering Program
Khwopa CEEL 2026 — Engineering Participant
Collaborative Engineering & Experiential Learning
Actively participated in competitive technical challenges and collaborative engineering projects, demonstrating problem-solving, architectural design, and software delivery under real-world academic constraints.
System ArchitectureTechnical Problem SolvingPeer Collaboration
Certifications
Workshops & Professional Certifications
AI/ML, Jira, Postman & LaTeX Training
Completed a 10-day intensive AI & ML workshop by ITNSP, a 7-day Jira Workshop by Delta Dynamics Academy, certified Postman API testing training, and an academic LaTeX typesetting workshop.
ITNSP 10-day AI/ML7-day Jira (Delta Dynamics)Postman TrainingLaTeX Workshop
Technical Arsenal
Technical Skills & Toolchain
Core programming languages, backend frameworks, machine learning libraries, databases, and engineering tools.
Programming Languages
PyPython
AdvancedCC
ProficientC++C++
ProficientJSJavaScript
ProficientTSTypeScript
WorkingBackend Development
DjDjango / DRF
AdvancedFAFastAPI
AdvancedFlFlask
ProficientAPIREST APIs
AdvancedAI/ML & Data Pipelines
PTPyTorch
AppliedSKscikit-learn
ProficientNLPNLP & LLM APIs
AppliedPDPandas & NumPy
AdvancedAVAudio & Vision (Whisper/InsightFace)
AppliedDatabases & Web
PGPostgreSQL
ProficientMGMongoDB
ProficientMYMySQL
ProficientSQSQLite
ProficientH5HTML5 & CSS3
AdvancedTools & Technologies
GitGit & GitHub
DailyVSCVS Code
DailyPMPostman
ProficientJupJupyter & Colab
DailyTexLaTeX
Proficient