Profile Photo of Amal SP

Amal SP

AI Engineer & Data Scientist

Building intelligent systems that solve real-world problems with Generative AI and Machine Learning

Get In Touch View Projects

About Me

Profile Photo of Amal SP

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 →

Technical Skills

Programming Languages

Python SQL HTML CSS

Frameworks & Libraries

TensorFlow PyTorch Scikit-learn Keras Matplotlib

AI/ML Tools

LangChain LangGraph FAISS Gemini

Specializations

Machine Learning NLP Deep Learning LLMs Prompt Engineering Web Scraping ETL

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

amalsp220@gmail.com

Phone

+91 702569917

Location

Thiruvananthapuram, India

Connect With Me

Send Me a Message