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SENIOR DATA SCIENTIST & ML ENGINEER

ARCHITECTING
INTELLIGENCE

Specializing in Generative AI, Large Language Models, and Agentic Systems. Turning complex data into scalable, intelligent solutions.

ABOUT ME

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Mohammed Ashraf

I am a Machine Learning Engineer with 6+ years of experience, currently leading Generative AI initiatives. My passion lies in building agentic workflows, optimizing LLM inference, and deploying scalable AI architectures.

From leading teams at MResult to architecting solutions at Kapture CX, I focus on the intersection of research and production engineering.

Python PyTorch AWS GenAI

TECHNICAL SKILLS

AI & ML

Deep Learning Generative AI LLMs (GPT/Llama) LangChain NLP Computer Vision

Engineering

Python SQL / NoSQL FastAPI / Flask Docker AWS Cloud Git / CI/CD

Frontend & Tools

JavaScript jQuery HTML5 / CSS3 Bootstrap

PROFESSIONAL EXPERIENCE

2024 - 2025

Senior Data Scientist

MResult

Leading Generative AI initiatives, integrating Jira workflows with AI, and optimizing internal processes using agentic systems.

2023 - 2024

Senior ML Engineer

Kapture CX

Architected multilingual chatbot defense systems and RAG (Retrieval-Augmented Generation) pipelines for enterprise clients.

2022 - 2023

CTO & Co-Founder

Sales Sunday

Designed and deployed AI QA systems and script generators to automate sales coaching and quality assurance.

2021 - 2022

Lead ML Engineer

Wobb.ai

Developed multimodal classification algorithms for influencer discovery and marketing analytics.

Featured Projects

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Odia T5 Model

T5-based model for NLP tasks in the Odia language. Open source contribution.

NLP T5 HuggingFace
View Model

AgriQbot

Fine-tuned FLAN-T5 for agricultural Q&A to assist farmers with AI insights.

Fine-tuning AgriTech
View Project

Sales AI Agent

Real-time telephony sales agent using Twilio & Groq for ultra-low latency.

Voice AI Groq Twilio
View Code

Text-to-SQL Agent

Voice-enabled AI agent translating natural language to SQL queries securely.

LangGraph SQL Agentic
View Code

CERTIFICATIONS

Generative AI Certified Professional

Oracle Cloud Infrastructure 2024 Generative AI Certified Professional

Microsoft Technology Associate

Microsoft Technology Associate: Introduction to Programming Using Python

Building LLM Application with Prompt Engineering

NVIDIA

LATEST THOUGHTS

Jan 15, 2026

LangChain 1.0 Middleware: Steps to Building Production-Ready Agents

What middleware is and why it matters for AI agents How to use the three core middleware hooks How to save 60–70% on your agent costs with caching How to add safety guardrails to your agents How to build your first production-ready agent stack

Read on Medium

Jul 07, 2025

A Guide to Building a Telephony Bot with Twilio and WebSocketsn

goal is to create a bot that can listen to a caller, understand their intent, generate a response using an LLM, and speak that response back in real-time....

Read on Medium

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