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Femina Senjaliya

AI Researcher

Victoria, British Columbia, Canada5 yrs 8 mos experience
Highly Stable

Key Highlights

  • Expert in AI with a focus on computer vision and NLP.
  • Developed innovative AI solutions for real-world challenges.
  • Recognized researcher at prestigious AI conferences.
Stackforce AI infers this person is a skilled AI professional specializing in computer vision and natural language processing.

Contact

Skills

Core Skills

Machine LearningNatural Language ProcessingComputer VisionDeep LearningData ScienceSoftware Development

Other Skills

AWSAcoustic InstrumentsAnalytical SkillsAnalyticsBusiness CommunicationsC (Programming Language)C++CommunicationComputer ScienceContinuous Integration and Continuous Delivery (CI/CD)D3.jsData AnalysisExperience DesignExploratory Data AnalysisGit

About

As a passionate AI professional, I immerse myself in the world of computer vision, large language models, natural language processing, and multimodality models to tackle complex real-world challenges. My journey in AI has equipped me with a robust skill set in deep learning, machine learning, and data science. I am proficient in a wide array of programming languages, including C, C++, Java, R, Python, and MATLAB. My expertise extends to advanced frameworks and tools such as Scikit, TensorFlow, Keras, D3.js, Git, AWS, SQL, PyTorch, OpenCV, NLTK, and Visual Studio. These skills empower me to develop and fine-tune sophisticated models and algorithms across various applications. In my current role, I focus on delivering innovative AI solutions that enhance business processes and drive growth. My work involves integrating technologies like computer vision, data science, deep learning, machine learning, data analytics, medical image processing, NLP, HCI, and LLM to create comprehensive solutions for diverse challenges. My research has been recognized at prestigious conferences, including the IEEE/CVF Conference on Computer Vision and Pattern Recognition (PBVS) and the ICES Fisheries and Plankton Acoustic Symposium. I have developed deep learning-based methods for identifying Arctic Ocean boundaries and near-surface phenomena in underwater echograms, as well as semantic segmentation techniques for detecting marine organisms. Beyond my technical expertise, I am passionate about exploring the intersection of AI and various industries. I continuously seek to learn new technologies and embrace diverse cultures, always looking for innovative ways to apply AI. Let's connect and collaborate on the fascinating journey of AI innovation! 🚀 I'm always excited to share insights, exchange ideas, and explore new possibilities in the world of artificial intelligence. Feel free to reach out to me at feminasenjaliya17@gmail.com

Experience

Waterworth

AI Engineer

May 2025 – Present · 10 mos · Victoria, British Columbia, Canada · On-site

Avid

ML Research Engineer

May 2024 – Present · 1 yr 10 mos · Montreal, Quebec, Canada · Remote

  • Optimized and fine-tuned multimodal models (CLAP, Qwen-Audio) for audio tagging and classification, tracking key performance metrics for improvements.
  • Developed an LLM-powered audio chat system with GPT-4, LLaMA, and Mistral for real-time insights and natural language audio search.
  • Implemented Retrieval-Augmented Generation (RAG) with GPT-like large language models in Azure Cloud for efficient knowledge retrieval and generation.
Technical ProficiencyExploratory Data AnalysisMLOpsContinuous Integration and Continuous Delivery (CI/CD)Semantic SearchMachine Learning+1

University of victoria

3 roles

Career Peer Mentor

Oct 2023 – Jan 2024 · 3 mos · Victoria, British Columbia, Canada

  • I lead weekly Career drop-in sessions, providing personalized advice on résumés, cover letters, and interviews. Acting as a liaison between students and Career Services, I offer insights into student needs. Additionally, I participate in career workshops, ensuring students are well-prepared for their professional journey.
CommunicationComputer ScienceProblem SolvingBusiness Communications

Research Assistant

Promoted

Jan 2022 – Apr 2024 · 2 yrs 3 mos · Victoria, British Columbia, Canada

  • Pursuing advanced research in computer vision during my Master's at the Department of Electrical and Computer Engineering. Guided by experts, I specialized in image processing algorithms, classical computer vision algorithms, deep learning, and data analytics contributing to notable advancements.
VisualizationCommunicationAnalyticsComputer ScienceProblem SolvingBusiness Communications+4

Teaching Assistant

Jan 2022 – Jan 2024 · 2 yrs · Victoria, British Columbia, Canada

  • Supported faculty in lab and coaching roles, mentoring students across courses like Software Evolution and Design Projects. I guided students through engineering challenges, emphasizing innovation and problem-solving. Always aimed to instill a profound grasp and enthusiasm for software engineering.
CommunicationComputer ScienceProblem SolvingBusiness Communications

Asl environmental sciences

2 roles

Computer Vision Researcher

Sep 2023 – Apr 2024 · 7 mos · Victoria, British Columbia, Canada · Remote

  • Investigated deep learning image classification networks and developed semi-automatic annotation algorithms using classical computer vision for identifying sea surface conditions and underwater phenomena in acoustic data.
  • Employed deep learning models to derive innovative solutions for client needs by profoundly comprehending complex datasets and implementing rigorous testing protocols.
  • Applied data mapping, ETL, and integration techniques to efficiently manage and transform large Arctic and Pacific underwater acoustic datasets for deep learning research.
CommunicationComputer ScienceProblem SolvingAcoustic InstrumentsBusiness CommunicationsData Analysis+3

Computer Vision Researcher

Nov 2022 – May 2023 · 6 mos

  • Crafted semi-automatic annotation algorithms using classical computer vision techniques for underwater phenomena analysis. Delved into semantic segmentation networks to achieve pixel-level detection of discrete scatterers within noisy multi-frequency echograms.

Archipelago

Software Developer - AI Features

May 2023 – Sep 2023 · 4 mos · Victoria, British Columbia, Canada · On-site

  • Designed and developed real-time fish detection algorithms achieving 84% accuracy with video data from long-line fishing, and led the iterative development of a data annotation system, enhancing data collection efficiency by 70%.
  • Applied requirement engineering techniques to optimize algorithm performance and supported AI feature initiatives.
  • Managed and governed data throughout project lifecycles, leveraging combination of Waterfall and Agile methodologies.
CommunicationAnalyticsSoftware DevelopmentProblem Solving

Crest data systems

Site Reliability Engineer

Jan 2021 – Jun 2021 · 5 mos · Ahmedabad, Gujarat, India

  • Facilitated project team for software development, QA, SRE, and support to deliver technology solutions in the field of Data Analytics. Created informative data visualizations to communicate complex findings
  • effectively.
  • Solved customer requirements and performed multiple engineering roles as needed for the project, serving 5+ clients.
  • Effectively managed and manipulated data using SQL Server, Amazon DynamoDB, and other relational databases.

Linkedin local anand

Core Team Member

Jun 2020 – May 2021 · 11 mos · Anand, Gujarat, India

Ieee

Brand ambassador

Apr 2020 – May 2021 · 1 yr 1 mo · Ahmedabad, Gujarat, India

Alpha omega creations

Graphic Designer

Oct 2019 – Mar 2020 · 5 mos · Vadodara, Gujarat, India

Education

University of Victoria

Master's degree — Electrical and Computer Engineering

Jan 2022 – Apr 2024

Gujarat Technological University (GTU)

Bachelor's degree — Computer Engineering

Aug 2017 – Jul 2021

Kendriya Vidyalaya

HSC

Kendriya Vidyalaya

SSC

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