About
Passionate AI/ML Engineer with expertise in developing cutting-edge AI solutions, from conversational agents to video processing pipelines. Specialized in generative AI, prompt engineering, and scalable cloud deployments.
Professional Experience
Associate Machine Learning Engineer
Product Box
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February 2024 - Present
- Developed AI-driven sales assistant for website scraping and context-aware conversations
- Leveraged Llama Index, MongoDB, and agentic RAG for dynamic information retrieval
- Engineered prompts, fine-tuned models, and managed vector indexes in MongoDB
- Designed conversational form-filling workflows, boosting lead generation efficiency
- Built high-performance FFmpeg pipelines for seamless video processing workflows
- Deployed scalable, cloud-based solutions on AWS, optimizing cost and performance
Machine Learning Engineer
K2X Tech
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June 2023 - February 2024
- Achieved logo image extraction and storage with Scrapy and MySQL, boasting 3x speed increase
- Engineered multithreading using Langchain and Flask, reducing chatbot response time by 40%
- Implemented real-time chatbot responses, increasing client satisfaction by 70%
- Spearheaded development of dynamic management system for Drip (US-based client)
Education
Bachelor of Science in Computer Systems Engineering
University of Engineering & Technology - Peshawar
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2019 - 2023
GPA: 3.64
Microsoft Learn Student Ambassador - Beta
Skills
Languages
Python
Web Tech
Flask
FastAPI
DB Systems
MySQL
PostgreSQL
MongoDB
Redis
ML Tools
HuggingFace
Pandas
OpenCV
Numpy
Scikit-learn
Matplotlib
MLOps
Docker
Github
CI/CD
Pytest
Generative AI
LLMs
OpenAI API
Prompt Engineering
LangChain
Llama Index
Data Processing
Beautiful Soup
Scrapy
Selenium
Video Processing
FFmpeg
Cloud
AWS
Contact
Key Achievements
- Developed AI-powered Python scripts enabling personalized video creation at scale
- Customized Video Retalking for advanced avatar generation, improving engagement metrics
- Integrated Whisper (speech-to-text) and Eleven Labs (text-to-speech), enhancing content accessibility
- Automated PPT-to-MP4 conversions, reducing manual effort by 90%
