Amal SP

About Me

Hello, I'm Amal SP

AI Engineer and Data Scientist with a strong foundation in Generative AI (GenAI), Retrieval-Augmented Generation (RAG), and Large Language Models (LLMs). I specialize in creating scalable, intelligent applications that deliver measurable impact.

Thiruvananthapuram, India

amalsp220@gmail.com

+91 702569917

MSc in Data Science

Education

Master of Science in Data Science

University of Kerala

2022–2024

CGPA: 8.0

Bachelor of Mathematics

University of Kerala

2017–2020

CGPA: 7.0

Work Experience

AI Engineer Intern

Forcefriction

Apr 2025 – Present

Built an AI article generation engine using Mistral 7B, RAG, Streamlit, and FastAPI
Reduced inference latency by 30% with quantization and batching techniques
Designed chunk-based prompt engineering for structured article outputs

Data Scientist

Upwork (Freelance)

Nov 2024 – Mar 2025

Developed ETL pipelines and web scraping solutions for 6+ clients across industries
Automated data cleaning workflows in Python, Excel, and Google Sheets
Delivered customized data solutions with 100% client satisfaction rate

Data Science Intern

Pramana AyurTech

May 2024 – Dec 2024

Built an Ayurvedic chatbot using LLMs, LangChain, and LangGraph
Enhanced reasoning capabilities with prompt chaining and knowledge graph integration
Contributed to the development of AI-powered traditional medicine solutions

Featured Projects

AI Article Generator

GenAI engine with Mistral 7B, RAG, LangChain, and FAISS for structured article generation

Mistral 7B RAG LangChain FAISS

Achieved 30% latency reduction View Details →

Medical Chatbot

Doctor recommendation chatbot with Gemini-1.5-Flash and semantic search (FAISS)

Gemini-1.5 FAISS FastAPI Streamlit

Integrated knowledge graphs View Details →

Customer Segmentation

Implemented customer segmentation using K-means clustering with data visualization for targeted marketing

K-means Scikit-learn Matplotlib Seaborn Pandas NumPy

Identified 5 distinct segments for improved strategies View Details →

Technical Skills

Programming Languages & Data Manipulation

Python SQL Pandas NumPy HTML CSS

Machine Learning & Deep Learning Frameworks

TensorFlow PyTorch Scikit-learn Keras Hugging Face Transformers

AI/ML Tools & Vector Databases

LangChain LangGraph FAISS Gemini Pinecone OpenAI API

Data Visualization & Specializations

Matplotlib Seaborn Tableau Machine Learning NLP Deep Learning LLMs Prompt Engineering Web Scraping ETL Predictive Analytics Clustering Algorithms

Certifications

Google Cloud Career Readiness

Google Cloud

Python for Everybody Specialization

University of Michigan

HackerRank Problem Solving (Basic)

HackerRank

Foundations of Data Science

Google

Soft Skills

Adaptive Learning

Time Management

Team Collaboration

Communication

Get In Touch

Contact Information

Email