VISHWAKUMAR R S

ML Engineer

https://talent.gravityer.com/vishwakumar-r-s

ML Engineer with 1+ years in AI/ML solutions and deep learning.

Flynet Technologies Pvt Ltd

Key Strengths

Strong foundational knowledge in AI/ML, Deep Learning, and Generative AI as evidenced by technical skills and project descriptions.
Practical experience in deploying ML models using Docker, Flask/Django, and FastAPI, indicating MLOps understanding.
Proficiency in Python, SQL, and relevant ML/DL libraries (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch).
Experience with backend development for AI services, including API orchestration, asynchronous task queues (Celery/Redis), and database design (MySQL, PostGIS).
Demonstrated ability to work on diverse ML projects, including LLM backend, geospatial data processing, Speech-to-Text (NLP), and real-time object detection (DL).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project experience spans various domains (tax, land reforms, NLP, industrial surveillance), indicating adaptability and a broad interest in applying AI/ML solutions. The stated experience in 'driving collaboration across teams' suggests a team-oriented mindset. The target role of ML Engineer aligns well with the candidate's stated skills and project experience. However, with only 1.2 years of experience and ongoing education, the depth of cultural fit cannot be fully assessed without further interaction.

Soft Skills & Operational Fit

The candidate's resume highlights a focus on delivering measurable results, improving predictive accuracy, and reducing operational costs, suggesting a results-oriented and business-focused approach. The description of 'driving collaboration across teams' indicates an understanding of teamwork. However, without specific psychometric or English test results, a comprehensive assessment of soft skills and operational fit is limited.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Chennai, Tamil Nadu, IndiaMember since June 24, 2026

https://talent.gravityer.com/vishwakumar-r-s

About

AI/ML Engineer with 1.2 years of experience delivering measurable results in security, tax, and industrial domains. Proven track record improving predictive accuracy, reducing operational costs, and enabling real-time decision support. Skilled at translating complex data into actionable insights, ensuring fairness and compliance, and driving collaboration across teams to build scalable, business-focused AI solutions.

Top Skills

PythonCiCd

Skills

PythonSQLPandasNumpyScikit LearnSeabornMatplotlibPower BIregressionClassificationClusteringModel EvaluationTensorFlowPyTorchTransformersLangchainLangsmithagentic-workflowFine TuningPrompt EngineeringAWS SageMakerJupyterDockerFlaskCiCdDjango Rest FrameworkMysqlCeleryRedisopenpyxlgeopandasshapelyPydanticPostGISsqlalchemyNltklibrosaFastapiOpencvrtsp

Education

Velammal Engineering College, affiliated to Anna University

Bachelor of Technology · Artificial Intelligence and Data Science

August 1, 2021 – June 30, 2025

Experience

Flynet Technologies Pvt Ltd

LLM BACKEND - Your Tax

April 1, 2025 – Present

Chennai, Tamil Nadu, India

Certifications

Data Analytics Essentials

Cisco

June 1, 2026 – Present

Supervised Machine Learning

Deep Learning.ai

June 1, 2026 – Present

Key Strengths

Strong foundational knowledge in AI/ML, Deep Learning, and Generative AI as evidenced by technical skills and project descriptions.
Practical experience in deploying ML models using Docker, Flask/Django, and FastAPI, indicating MLOps understanding.
Proficiency in Python, SQL, and relevant ML/DL libraries (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch).
Experience with backend development for AI services, including API orchestration, asynchronous task queues (Celery/Redis), and database design (MySQL, PostGIS).
Demonstrated ability to work on diverse ML projects, including LLM backend, geospatial data processing, Speech-to-Text (NLP), and real-time object detection (DL).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit