Pradeep Vanapalli
Data ScientistData Scientist
InnData Analytics
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
InnData Analytics
Data Scientist
June 16, 2026 – Present
Memory_Estimation_Consumption_for-LLM_Inference_and_Fine-Tuning
May 2, 2024 – May 2, 2024
Memory_Estimation_Consumption_for-LLM_Inference_and_Fine-Tuning — GitHub repository
View ProjectGoogle_Gemini-1.5-Pro_Demo
April 13, 2024 – April 13, 2024
Google_Gemini-1.5-Pro_Demo — GitHub repository
View ProjectLangserve_Deploy_LLM_as_API
March 21, 2024 – March 21, 2024
Langserve_Deploy_LLM_as_API — GitHub repository
View ProjectLLM_Monitoring_with_LANGSMITH
March 19, 2024 – March 19, 2024
LLM_Monitoring_with_LANGSMITH — GitHub repository
View ProjectQunatization_LLM_to_GGUF_llama.cpp
March 4, 2024 – March 4, 2024
Qunatization_LLM_to_GGUF_llama.cpp — GitHub repository
View ProjectAWS_Bedrock_For_LLMs
February 5, 2024 – February 5, 2024
AWS_Bedrock_For_LLMs — GitHub repository
View ProjectYoutube_Transcriber_Gemini
February 3, 2024 – February 3, 2024
Youtube_Transcriber_Gemini — GitHub repository
View ProjectEvaluation-of-LLMs-and-RAGs-by-Vectara-BERT_Score
November 17, 2023 – November 17, 2023
Evaluation-of-LLMs-and-RAGs-by-Vectara-BERT_Score — GitHub repository
View ProjectAI-News-Reader-Generative-AI
October 6, 2023 – October 6, 2023
Generating the AI News Anchor with the Generative AI by using advanced techniques
View Projecttext_to_image_generation
September 5, 2023 – September 5, 2023
Generating Image from Text using the Large Language Model which is Stable Diffusion
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and heavily concentrated on Generative AI and LLMs. While this shows strong domain interest, the lack of diverse project types (e.g., data analysis, traditional machine learning, MLOps beyond LLM-specific tools) or team-based projects makes it difficult to assess broader cultural fit or adaptability to varied data science challenges. The candidate's experience level is listed as 0, but they have a current 'Data Scientist' role, which creates an inconsistency. The projects align well with a cutting-edge Data Scientist role focused on GenAI.
Soft Skills & Operational Fit
The candidate's project descriptions are brief, making it difficult to assess communication clarity or depth of understanding beyond the project titles. The focus on personal projects suggests self-motivation and initiative. Without psychometric or English test scores, it's challenging to evaluate logical reasoning, work attitude, stress handling, or team collaboration.