Abhishek Soni

Product Engineer

Bhilai, Chhattisgarh, India1 yr 1 mo experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Passionate about electronic and magnetic properties of 2D materials.
  • Experience in deep learning and NLP for alloy design.
  • Strong foundation in semiconductor technology and materials science.
Stackforce AI infers this person is a Materials Science and Nuclear Physics researcher with a focus on advanced materials.

Contact

Skills

Core Skills

Metallurgical EngineeringMachine LearningNuclear Physics

Other Skills

Artificial Intelligence (AI)Convolutional Neural Networks (CNN)DFTDNNDeep LearningGPT-2K-Nearest Neighbors (KNN)NLPOptionsOptions StrategiesPositron Lifetime SpectrometryProduct ManagementQuantum EspressoSOLIDWORKS

About

Hi! I’m a final year undergraduate student in Metallurgical and Materials Engineering at IIT Roorkee, with a deep interest in electronic and magnetic properties of 2D materials, thin films, and associated quantum effects. Over time, I’ve grown passionate about how these materials behave at the nanoscale.I also have interest over the field of spintronics, multiferroics, and ferroelectric/antiferroelectric micrometer-heterostructures . I find it exciting how layering and structuring at the atomic or thin level can change the way materials interact with electricity, magnetism, or even light.Phenomena happening in interfaces are much more exciting Coming from a strong materials science background, my goal is to grow into the field of semiconductor technology—learning everything from fabrication to device physics. I truly believe that bridging experimental research with simulations and interdisciplinary skills is the way forward, and I’m working hard to build that kind of mindset.Above all, I’m deeply inspired by the world of nanoscience and technology,how small changes at the atomic level can lead to big changes in performance.At last but not least,this describes me well:-There’s a spark that runs through me every time I realise I could do something new-not just learn it, but really see it in a way others might not. No matter the field, no matter the topic....that’s where I come alive!I'm also well experienced and aware of the fact that initial interest is not enough to drive the change,strong will power and discipline are the actual forces which keeps the process running.That's what I come with.https://weboftalents.com/profilepublic/nanosc&e_enthu

Experience

Metallurgical and materials engineering iit roorkee

4 roles

Bachelor's Thesis

Aug 2025Present · 7 mos · Roorkee, Uttarakhand, India · On-site

  • DFT based study of band structure and magnetic properties of 2D material with Quantum Espresso
DFTQuantum EspressoMetallurgical Engineering

Spark'25 Research Intern

May 2025Aug 2025 · 3 mos · Roorkee, Uttarakhand, India · On-site

Case study

Promoted

Mar 2025May 2025 · 2 mos · Roorkee, Uttarakhand, India · On-site

  • Replicated and extended a research study by our dept. alumnus that used deep learning and NLP to predict the pitting corrosion potential of alloys. We reimplemented their process-aware DNN model and introduced modifications by replacing LSTM-based text encoders with large language models (LLMs) like GPT-2. Our experiments explored fine-tuning, positional encoding, and different encoder configurations. Despite being constrained by limited computational resources, our work highlighted the potential of NLP-driven alloy design and demonstrated improved model interpretability and prediction accuracy within limited iterations owing to limited GPU access.
Deep LearningNLPDNNGPT-2Machine Learning

Undergraduate Student Researcher

Jan 2024May 2025 · 1 yr 4 mos · Roorkee, Uttarakhand, India · On-site

  • working on "study of whisker growth under applied stress on Sn thin film (soldering purpose alloy) tweaking grain size and thickness" under Prof. Piyush vijay jagtap
  • department of metallurgical and materials engineering.
SOLIDWORKSMetallurgical Engineering

Placement and internship cell, iit roorkee

Department Placement Representative

Aug 2025Present · 7 mos · Roorkee, Uttarakhand, India · On-site

Metes (metallurgical engineering society), iit roorkee

2 roles

General Secretary

May 2025Present · 10 mos · On-site

Alumni & Relations executive

Aug 2024May 2025 · 9 mos · On-site

Joint institute for nuclear research

INTEREST participant

Nov 2024Dec 2024 · 1 mo · India · Remote

  • Worked under Dr.Evgeni Popov on the challenges of defect evolution in solid materials when exposed to high radiation environments, such as those found in nuclear reactors.
  • The core technique involves a coincidence scheme utilizing a positron lifetime spectrometry to monitor the change in structure parameters and the evolution of the defects during the irradiation on samples of materials under proton irradiation at energies up to 3.5 MeV.
  • The implementation of the project will setup a scientific basis for effective in situ control and
  • analysis of defective structure under radiation exposure, ensuring new approaches to the study
  • and development of radiation-resistant materials.

G17 global

G17 University ambassador

Jun 2024May 2025 · 11 mos · Hybrid

Indian institute of science (iisc)

Summer Research Intern

May 2024Aug 2024 · 3 mos · Bengaluru, Karnataka, India · On-site

  • Working in DEMAND Lab under prof.Bhagwati Prasad on Thin film piezoelectric materials
Nuclear PhysicsPositron Lifetime Spectrometry

Academic reinforcement program - iit roorkee

Undergraduate Teaching Assistant

Feb 2024Apr 2024 · 2 mos · Roorkee, Uttarakhand, India · On-site

Placement and internship cell, iit roorkee

Associate Coordinator

Jul 2023Apr 2024 · 9 mos · Roorkee, Uttarakhand, India · On-site

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - BTech — Metallurgical & Materials Engineering

Nov 2022Jan 2026

BSP Senior secondary school sector-10 bhilai

Sri Sankara vidyalaya sector-10 bhilai

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