Analytics & Applied ML
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
llm_benchmarking
April 20, 2026 – Present
LLM Inference Benchmark (vLLM vs SGLang vs Ollama) - Tested on NVIDIA A10G (Ampere) and H100 (Hopper) with Llama 3.1 8B. SGLang wins 3.4x over vLLM at scale.
View Projecteai6010_module_5_assignment_shivansh_singh
December 13, 2025 – December 13, 2025
eai6010_module_5_assignment_shivansh_singh — GitHub repository
View Projectreddit_etl_pipeline
November 20, 2025 – November 26, 2025
reddit_etl_pipeline — GitHub repository
View Projectshivanshsingh_portfolio_website
November 9, 2025 – Present
Building my Portfolio Website using NextJS
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and diverse in technology, indicating a self-starter attitude and willingness to explore. However, the direct alignment with a senior Data Scientist role's typical enterprise requirements (e.g., collaborative project experience, specific domain knowledge) is not explicitly demonstrated. The breadth of technologies (Dart, Ruby, Swift, Kotlin, C++, HTML, CSS, JavaScript) suggests a generalist profile rather than a deep specialization in data science tools, which might require a cultural adjustment to a focused data science team.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.