Samir
Wagle
Wagle
About
Hey There!
I am an AI and NLP Engineer specializing in deep learning, multilingual language technologies, and data-driven problem solving. My work spans research, model development, dataset creation, and system-level engineering ranging from low-resource NLP to embedded device integration and Android-based POS systems.
Beyond AI research and software engineering, I explore how emerging technologies, automation, and data-driven intelligence can shape industries from finance and business to IoT and public platforms. With an engineering mindset and a strong foundation in applied machine learning, I aim to bridge the gap between academic research and practical deployment.
If you are interested in AI, NLP, system engineering, POS devices or industry-focused innovations, feel free to connect. I am always excited to collaborate, share ideas, and build meaningful solutions.
Profanity and Gender Prediction
Comment Sense
detect whether the comments in youtube video are positive, Negative
or Neutral.
Project Hub
structured database, RESTful APIs, and enhanced user
experience through feedback-based improvements.
Mapping the UnMapped
integrating district codes, city types, and nearest landmarks. Implemented
BASE64-encoded Vigen`ere cipher encryption for secure and compact location
encoding. It is our hackathon Project.
Stock Market Prediction using RSI and MACD
Impact Nexus Nepal Website
Water Fountain Simulation
PyOpenGL and PyGame, implementing particle
physics for realistic water movement and rendering.
Optimized performance for smooth animation and
interactive visualization.
Heart Beat Simulation Project Proteus
systems. The system simulates real-time heart rhythms and provides visual feedback
for medical applications, demonstrating proficiency in real-time
monitoring and embedded system integration.
Job Hunt
enabling job postings and applica- tions. Implemented backend functionality
to demonstrate job search platform operations using C++ and Qt.
Services
My Services and Field
Data Driven Research and Development
I specialize in cutting-edge research and development, leveraging Python and machine learning to create innovative solutions. My expertise spans natural language processing (NLP), where I build advanced models for text analysis, sentiment detection, and automation. I have worked on profanity detection systems, ensuring safer digital communication through AI-driven content moderation. With a strong foundation in research, I continuously explore new methodologies to enhance AI-driven solutions for diverse applications.
Web Development
Experienced in full-stack web development, specializing in building scalable, user-friendly applications. Proficient in front-end and back-end technologies, including JavaScript, React, Node.js, and Python. Passionate about creating responsive, high-performance websites and APIs, integrating modern frameworks, and optimizing user experiences.
Designing
Experienced in UI/UX design, creating intuitive and visually appealing layouts using Figma, Canva, Photoshop, and Lightroom. Skilled in crafting responsive and user-friendly designs for web and mobile applications.
Robotics, IoT and Embeded System
Passionate about developing intelligent automation systems by integrating robotics with IoT. Skilled in sensor integration, embedded systems, and real-time data processing to create smart, connected solutions for various applications.
Photography and Videography
Experienced in capturing high-quality visuals with a keen eye for composition, lighting, and storytelling. Proficient in photo and video editing using Photoshop, Lightroom, and Premiere Pro to create engaging and professional content.
Social Media Handelling
Mastering the art of social media, I navigate the digital landscape, harnessing its potential to drive engagement, cultivate brands, and create meaningful connections with target audiences. A youtube SEO and Analytics Expert for your growth and increase in reach.
Experiences
Career Highlights
Research And Development Engineer (Software Engineering )
● Worked on embedded C programming for the POS payment terminal powered by the Asino Q161 Pro microcontroller.
●Designed and implemented user interface features including image rendering, audio playback, and interactive
screens for the POS terminal.
●Developed and tested TCP socket communication modules for real-time data exchange, including sending/receiving
JSON data to/from backend servers.
● Worked on Android Based POS Device, Migrated the entire code base from Android 10 to Android 14
resolving compatibility issues, updating libraries,SDK’s and system level components and ensuring full
compatibility with new OS environment
● Diagnosed and fixed major hardware integration issues including card reader, NFC, and PIN pad failures
by collaborating with the manufacturer, updating SDKs, and modifying device-level code
● Performed extensive bug fixing, optimization, and system verification to ensure a stable, production-ready
POS workflow.
● Redesigned the UI for a 240×320 px POS display, improving usability on a small form-factor device
Research Intern (Undergraduate)
● Developed deep learning models for sentiment classification and created an English Text
dataset by scraping
YouTube comments for Sentiment Analysis
● Published a Research Paper titled ” Profanity and Offensiveness Detection in Nepali
Social Media Using
Bi-directional LSTM Models ” at 21st International Conference of Natural Language
Processing( ICON
2024), MIT Campus of Anna University
● Contributing to the development of Trilingual Machine Translation System (
English-Nepali-Tamang) in
Society-Centered AI Research Program by Google
Co Founder / Technology and Innovation Co Ordinator
● Administrate and manage the Microsoft Intra Admin Center, ensuring secure and efficient
access manage-
ment, identity governance, and compliance
● Oversee user access controls, authentication policies, and security protocols while
providing technical support
and streamlining IT operations to enhance infrastructure and improve organizational
efficiency.
● Conduct extensive online research to identify and apply for nonprofit services, grants,
and support pro-
grams by analyzing eligibility criteria, preparing the necessary documentation, and
streamlining application
processes to maximize opportunities for nonprofit growth and sustainability.
● Conduct online research to identify nonprofit services, grants, and funding
opportunities, while analyzing
eligibility criteria, preparing documentation, and writing compelling proposals to secure
financial support
and streamline application processes for nonprofit initiatives
● Handled Fiscal Partner Workload for UbuCon ASIA 2025.
Public Relation officer and Social Media Manager
● Managing Club's Public Image, Relation and Digital Presence.
● Designing of Logos, Posters, Flexes and Social Media Post.
● Website and E-Mail Handelling
