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Hi, I am Abhishek Mall
Machine Learning Engineer
Building intelligent systems using deep learning, LLMs, and data-driven infrastructure.
● About
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■ Technical Stack
ML Frameworks
Programming
Infrastructure
⬢ Selected Projects
LLM-Agent Framework
An autonomous agent system designed to automate multi-step data analysis tasks using GPT-4 and LangChain.
Python • LangChain • OpenAI
Real-time Object Detection
Distributed computer vision pipeline for high-speed edge devices using YOLOv10 and TensorRT.
C++ • PyTorch • NVIDIA Jetson
Transformer-based Forecasting
Time-series prediction model for financial markets achieving 15% better accuracy than traditional LSTMs.
PyTorch • Pandas • NumPy
▲ Experience
Postdoctoral Researcher
- ..............
PhD Researcher
- Designed and deployed end-to-end ML pipelines processing 1.2 PB of time-series and image data.
- Built predictive ML models for automated experiment evaluation and anomaly detection.
- Reduced iteration cycles by 40% and improved system throughput by 1.67×.
ML Researcher
- Developed a semi-supervised deep learning model for real-time classification on 100M+ data samples.
- Achieved ≥90% accuracy with 0.001 s inference latency.
Research Assistant
- Developed generative deep learning models for data-driven nano-scale industrial design.
- Enabled 1000× faster design cycles by replacing simulation-heavy workflows with ML-based inference.
- Built automated ML pipelines for model training and evaluation.
✦ Get In Touch
I am currently looking for new roles as a ML/AI Engineer or Data Scientist.
Say Hello