Rito

Data Scientist

https://talent.gravityer.com/rito

Artificial Intelligence | Machine Learning | Data Science

First American India

Key Strengths

Demonstrated proficiency in various deep learning tasks including object detection, segmentation, text classification, and generative models.
Extensive hands-on experience with YOLOv8, FastAI, SpaCy, Hugging Face Transformers, and LLM fine-tuning/RAG.
Strong portfolio of personal projects showcasing practical application of machine learning and natural language processing techniques.
Current employment as a Data Scientist, indicating professional experience in the field.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects demonstrate a strong interest in cutting-edge AI/ML technologies, which aligns well with an innovative data science culture. However, all projects are personal and use Jupyter Notebook, which might indicate less experience with collaborative development, MLOps, or production-grade deployment practices. The experience level is listed as 0, despite a current Data Scientist role, which creates ambiguity regarding professional maturity. The breadth of skills is good within the ML/DL domain, but there's no information on broader data engineering, cloud platforms, or business acumen.

Soft Skills & Operational Fit

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

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Projects

RAG_For_Domain_Specific_LLM_Utilization

August 1, 2024 – August 11, 2025

Using Retrieval Augmented Generation to capitalize an open-source LLM for domain specific task.

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LLM_Finetuning_for_specialized_task

April 22, 2024 – June 23, 2024

Finetuning a open source llm (microsoft's phi-2) to perform conversation summarization.

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Extractive_Question_Answering_Transformers

May 24, 2023 – May 29, 2023

Question Answering with transformer models e.g. GPT

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Generative_Adversarial_Network_FastAIv2

May 21, 2023 – May 24, 2023

Training a custom GAN model for image generation.

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Custom_Entity_Extraction_Transformers

April 4, 2023 – May 21, 2023

Performing named entity extraction task using Huggingface Transformers

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Custom_Object_Segmentaion_YOLOv8

March 27, 2023 – April 9, 2023

Segment weapons and non-weapons in an image using YOLO v8

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Custom_Object_Detection_YOLOv8

February 18, 2023 – March 29, 2023

Custom object detection using YOLO v8 from ultralytics

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Custom_Entity_Extraction_Spacy3.5

February 1, 2023 – April 26, 2023

Making a custom entity extraction model using spacy 3.5 using both conventional and transformer background. I will also try the spancat pipepline along with the ner.

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Yoga_Pose_Image_Classification_FastAI_V2

August 18, 2022 – May 16, 2023

This repo is to demonstrate how to perform an image classificatiuon task in FastAI V2

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Corona_Text_Classification_FastaiV2

August 10, 2022 – May 23, 2023

Text Classification Using FastAI V2

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Key Strengths

Demonstrated proficiency in various deep learning tasks including object detection, segmentation, text classification, and generative models.
Extensive hands-on experience with YOLOv8, FastAI, SpaCy, Hugging Face Transformers, and LLM fine-tuning/RAG.
Strong portfolio of personal projects showcasing practical application of machine learning and natural language processing techniques.
Current employment as a Data Scientist, indicating professional experience in the field.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Rito

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit