Desai Manav

Data Scientist

https://www.opentalent.in/desai-manav

data scientist

sonder

Key Strengths

Demonstrated interest in AI/ML through projects like 'AutomatedPotholeDetection', 'WhatsApp-RAG-Chatbot', 'Runnables', 'chains', and 'structured_output'.
Experience with Python, a core language for Data Science.
Exposure to RAG (Retrieval Augmented Generation) and LLM interaction patterns.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards AI/ML and data-related applications, which aligns with a Data Scientist role. However, the projects are predominantly personal and lack details on team collaboration or real-world impact, making a comprehensive cultural fit assessment difficult. The listed experience as 'Data Scientist' at 'sonder' is future-dated, indicating no current professional experience in the role.

Soft Skills & Operational Fit

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

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Atrium

May 26, 2026 – Present

The virtual clinic where every mistake becomes a lesson before it reaches a real patient.

View Project

EDGE_AI

April 4, 2026 – Present

EDGE_AI

View Project

evolution-api-testing

October 23, 2025 – October 23, 2025

evolution-api-testing — GitHub repository

View Project

lorem-ipsum

August 26, 2025 – August 26, 2025

lorem ipsum

View Project

resume_score_engine

August 11, 2025 – December 17, 2025

⚡ App may take up to ~50s to start on the first load (cold start). Subsequent loads are instant.

View Project

WhatsApp-RAG-Chatbot-with-Supabase-Gemini-2.5-Flash-OpenAI-Embeddings

August 1, 2025 – August 2, 2025

WhatsApp-RAG-Chatbot-with-Supabase-Gemini-2.5-Flash-OpenAI-Embeddings — GitHub repository

View Project

Runnables

July 14, 2025 – July 18, 2025

Runnables — GitHub repository

View Project

chains

July 11, 2025 – July 14, 2025

This repository demonstrates how to use Chains in LangChain to build modular AI pipelines.

View Project

structured_output

July 10, 2025 – July 11, 2025

how to make LLMs interact with databases, APIs, and other systems using structured responses like JSON instead of unstructured text

View Project

KolkataIndiaChapter_AutomatedPotholeDetection

January 17, 2025 – Present

KolkataIndiaChapter_AutomatedPotholeDetection — GitHub repository

View Project

Key Strengths

Demonstrated interest in AI/ML through projects like 'AutomatedPotholeDetection', 'WhatsApp-RAG-Chatbot', 'Runnables', 'chains', and 'structured_output'.
Experience with Python, a core language for Data Science.
Exposure to RAG (Retrieval Augmented Generation) and LLM interaction patterns.

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.

Desai Manav

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit