Naschwin Dias

Senior Software Engineer

Goa, India3 yrs 10 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Achieved 85% accuracy in hate speech recognition model.
Streamlined hiring process, reducing manual effort by 90%.
Optimized backend for mobile app, improving performance by 30%.

Stackforce AI infers this person is a Data Scientist and Software Engineer specializing in SaaS solutions.

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Skills

Core Skills

Machine LearningWeb ApplicationsData Science

Other Skills

API DevelopmentAlgorithm DesignAlgorithmsAnalytical SkillsApplication Programming Interfaces (API)CC++Computer ProgrammingData AnalysisData CleaningData StructuresData WranglingDatabasesDebuggingDesign

About

Data-Driven Problem Solver with a passion for building innovative solutions. I leverage my expertise in Software Development and Data Science to empower organizations across various industries. My experience includes: - Developing and deploying a hate speech recognition model with an accuracy of 85%, enabling early detection and mitigation of online toxicity. - Streamlining the hiring process through a web application, slashing manual effort by 90% and empowering hiring teams. - Engineering and optimizing the backend for a mobile Stock Market Hub application, resulting in a 30% reduction in data retrieval time and enhanced performance. My skills include: - Programming languages: Python, Java, JavaScript, SQL - Frameworks and Libraries: Flask, FastApi, Django, SpringBoot, ReactJs - Databases: MySql, MongoDb - DevOps: Docker, PostMan, Kafka I'm excited about opportunities where I can: - Utilize my technical and analytical skills to tackle complex challenges. - Collaborate with passionate individuals to build innovative solutions with real-world impact. - Continuously learn and grow in a dynamic and fast-paced environment.

Experience

3 yrs 10 mos

Total Experience

3 yrs 10 mos

Average Tenure

3 yrs 10 mos

Current Experience

Persistent systems

2 roles

Senior Software Engineer

Promoted

Oct 2024 – Present · 1 yr 8 mos

Software Engineer

Aug 2022 – Oct 2024 · 2 yrs 2 mos

Cloud counselage pvt. ltd.

Data Science Intern

Jun 2021 – Sep 2021 · 3 mos · Maharashtra, India · Remote

During my internship, I managed the creation of a unified text classification dataset sourced from four distinct repositories. Employing NLTK stemmer for text cleaning and Keras tokenizer for tokenization, I ensured data integrity and efficiency.
I was responsible for designing and implementing a hate speech recognition model using a two-layer LSTM architecture, achieving an accuracy rate of 85%.
To streamline deployment procedures, I implemented modular code and automated pipelines, resulting in a 10% reduction in deployment time.
Additionally, I developed a single-page web application utilizing FastAPI for backend functionality and React for frontend design. This included the integration of endpoints for API health assessment and text classification into hate and non-hate categories.

PythonNLTKKerasFastAPIReactMachine Learning+1