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Sukhmandeep Singh

@sukhmandeepsingh1

Applied AI Engineer at Nucleovir Therapeutics building protein design and candidate-ranking workflows for biomolecule discovery.

India
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At Nucleovir Therapeutics Pvt. Ltd, I develop protein language model and structure-prediction workflows for sequence design and AI-driven biomolecule discovery. I also build automated pipelines that evaluate, filter, and rank generated protein candidates.

At National Institute of Technology(NIT), Warangal, I deployed lightweight ML and deep-learning models for offline use on Android, Raspberry Pi, and NVIDIA Jetson Nano devices. I reduced model size from 10 MB to 3 MB through quantization, with 230–350 ms end-to-end inference latency on constrained edge hardware.

At Evoastra Ventures Pvt. Ltd., I built fraud-detection pipelines using XGBoost and Random Forest, achieving 92.4% accuracy. I also built a LoRA and DreamBooth fine-tuning pipeline for Stable Diffusion using PyTorch and Hugging Face Diffusers.

Experience

Work history, roles, and key accomplishments

NW

Machine Learning Research Engineer

National Institute of Technology (NIT), Warangal

Aug 2025 - Feb 2026 (6 months)

Deployed lightweight ML/DL models for fully offline classification and regression on Android, Raspberry Pi, and NVIDIA Jetson Nano devices. Reduced model size from 10 MB to 3 MB through quantization, achieving 230–350 ms inference latency on constrained edge hardware.

Education

Degrees, certifications, and relevant coursework

Guru Nanak Dev Engineering College logoGC

Guru Nanak Dev Engineering College

Bachelor of Technology, Information Technology

2020 - 2024

Grade: 7.55 CGPA

Pursued a Bachelor of Technology in Information Technology, achieving a CGPA of 7.55.

Microsoft logoMI

Microsoft

Career Essentials in Generative AI, Generative AI

2023 - 2023

Completed the Career Essentials in Generative AI certification offered by Microsoft and LinkedIn in December 2023.

Infosys SpringBoard logoIS

Infosys SpringBoard

Artificial Intelligence Primer, Artificial Intelligence

2023 - 2023

Completed the Artificial Intelligence Primer certification from Infosys SpringBoard in July 2023.

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