Manthan Shenoy

Data Scientist

https://talent.gravityer.com/manthan-shenoy

Build products using AI

Stuttgart, Baden-Württemberg, Germany

Key Strengths

Demonstrated strong interest and practical experience in various AI/ML domains through personal projects, including RAG, recommendation systems, LLMs, and computer vision.
Proficiency in Python and Jupyter Notebook, which are core tools for Data Scientists.
Experience with fine-tuning LLMs (llama-2 for docker commands) indicates practical understanding of advanced NLP techniques.
Projects like 'multimodal-RAG-ResearchQA-bot' and 'kg-music-recommendation' show an ability to tackle complex data science problems.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio is diverse within the AI/ML domain, indicating a proactive and curious approach to learning and applying new technologies. The focus on personal projects suggests self-motivation. However, the lack of professional experience or team-based projects makes it difficult to assess collaboration or broader cultural fit within an organizational setting.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Assessing your cultural and operational fit

Projects

Benchmark_dpd_att

June 28, 2025 – June 28, 2025

Benchmark_dpd_att — GitHub repository

View Project

multimodal-RAG-ResearchQA-bot

January 21, 2024 – January 21, 2024

using mulimodal RAG to query texts, images and tables from pdf for QA

View Project

resume-llm-chatbot

January 21, 2024 – January 21, 2024

resume matching with job description using LLM

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finetune-llama2-for-docker_command

January 13, 2024 – January 22, 2024

llama-2 model finetuned to generate docker commands

View Project

job-assistant-chatbot

December 29, 2023 – December 29, 2023

Chatbot that helps to apply for jobs based on resume analysis and helps to upskill.

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manthan410

November 16, 2023 – February 22, 2024

manthan410 — GitHub repository

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audio-lecture-notes-generator

November 4, 2023 – December 29, 2023

Generates section wise topics and transcription for lecture videos and helps to control the lecture video playback based on generated topic-wise timestamps.

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image-paragraph-caption-generator

November 4, 2023 – December 29, 2023

image-paragraph-caption-generator — GitHub repository

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news-app

November 4, 2023 – June 19, 2025

Inspired from Inshorts app, this project provides German news in english summarized in 60 words.

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kg-music-recommendation

March 27, 2023 – January 23, 2024

explored traditional recommendation system and improved on that by creating a KG based recommendation

View Project

Key Strengths

Demonstrated strong interest and practical experience in various AI/ML domains through personal projects, including RAG, recommendation systems, LLMs, and computer vision.
Proficiency in Python and Jupyter Notebook, which are core tools for Data Scientists.
Experience with fine-tuning LLMs (llama-2 for docker commands) indicates practical understanding of advanced NLP techniques.
Projects like 'multimodal-RAG-ResearchQA-bot' and 'kg-music-recommendation' show an ability to tackle complex data science problems.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Manthan Shenoy

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit