Aalap Sam Jacob

Data Scientist

https://talent.gravityer.com/aalap-sam-jacob

Kerala, IndiaMember since June 15, 2026

Key Strengths

Demonstrated interest in AI/ML and NLP through multiple personal projects (Shadow-Coder-Coding-Assistant, SQL-query-generator, Menu-Generator-for-restaurants, Virtual-Assistant-Pipeline, NLP, Text-To-Speech-Module).
Experience with Python, a key language for AI/ML development.
Exposure to various AI/ML frameworks and tools like LangGraph, Google Gemini, Streamlit, and embeddings.
Basic understanding of database interaction (MySQL in SQL-query-generator project).
Some exposure to C++ and Cuda, which can be relevant for performance-critical AI/ML applications.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio indicates a strong self-starter mentality and a passion for exploring new technologies, particularly in the AI/ML domain. The diversity of personal projects suggests curiosity and a drive for continuous learning. However, without information on professional experience or team-based projects, it's difficult to fully assess cultural fit regarding collaboration, mentorship, or adaptability within a structured team environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's profile primarily lists personal projects without details on team collaboration, problem-solving approaches, or communication styles.

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Projects

Shadow-Coder-Coding-Assistant

March 5, 2026 – Present

Shadow Coder is an AI-powered coding assistant built with LangGraph. It operates like a multi-agent development team, turning natural language requests into complete, production-ready projects — generating code file by file using real-world developer workflows.

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SQL-query-generator

March 2, 2026 – Present

Interactive Text-to-SQL app for a T-Shirts Database. Uses Google Gemini, few-shot retrieval, and embeddings to convert English questions into SQL, query a MySQL database, and display answers via Streamlit.

View Project

Menu-Generator-for-restaurants

March 1, 2026 – Present

Helps you to generate name and menu ideas for your restaurant just by providing the type of cuisine.

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Virtual-Assistant-Pipeline

January 15, 2026 – Present

Virtual-Assistant-Pipeline — GitHub repository

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NLP

November 7, 2025 – November 26, 2025

Various NLP methods

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Conset_Automation_RAG_System

May 18, 2025 – May 18, 2025

Conset_Automation_RAG_System — GitHub repository

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Text-To-Speech-Module

January 20, 2025 – January 20, 2025

Text-To-Speech-Module — GitHub repository

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Data-Integration-Assignment-Repository

May 17, 2024 – July 11, 2024

Assignment submissions from team Triadz

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MEDCHAIN

November 13, 2023 – November 13, 2023

Bachelors Thesis

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Bank-App

October 9, 2022 – October 9, 2022

Bank-App — GitHub repository

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Key Strengths

Demonstrated interest in AI/ML and NLP through multiple personal projects (Shadow-Coder-Coding-Assistant, SQL-query-generator, Menu-Generator-for-restaurants, Virtual-Assistant-Pipeline, NLP, Text-To-Speech-Module).
Experience with Python, a key language for AI/ML development.
Exposure to various AI/ML frameworks and tools like LangGraph, Google Gemini, Streamlit, and embeddings.
Basic understanding of database interaction (MySQL in SQL-query-generator project).
Some exposure to C++ and Cuda, which can be relevant for performance-critical AI/ML applications.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Aalap Sam Jacob

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit