SUShatakshi Shukla User
@shatakshishuklauser
B.Tech student and machine learning engineer focused on multi‑modal deep learning and Web3 systems.
IndiaWhat I'm looking for
I am a B.Tech (Hons.) student in Ocean Engineering & Naval Architecture at IIT Kharagpur with hands‑on expertise in machine learning, deep learning, and decentralized Web3 systems. I have engineered full‑stack projects combining FastAPI, Node.js, Web3 (Ethers.js), and fine‑tuned transformer models to produce production‑oriented outcomes.
My applied work includes a decentralized AI debate judge (RoBERTa base fine‑tuned with LoRA and Gemini API integration), a multi‑modal skin cancer detection pipeline achieving ROC‑AUC 0.909 through ensemble learning, and improvements to time‑series/classification models with Bi‑LSTMs and robust data processing that raised performance by 20% over baselines.
I contribute as a student leader—curating ML resources, organizing large selection processes, and running multi‑day competitions—demonstrating strong collaboration, technical mentorship, and end‑to‑end project delivery skills.
Experience
Work history, roles, and key accomplishments
Student Researcher
Kharagpur Data Analytics Group
Mar 2025 - Present (8 months)
Developed multiple deep-learning and hybrid models for healthcare and safety applications, achieving a ROC-AUC of 0.909 for skin cancer detection and improving classification performance 20% for a nuclear-safety project versus baseline.
Student Organizer
KodeinKGP
Nov 2024 - Present (1 year)
Organized dekodeX, a 10-day online competition, and coordinated fresher selection interviews, selecting 50 candidates from a cohort of 1800+ students to support society activities.
Full Stack Developer
KodeinKGP
Nov 2024 - Present (1 year)
Engineered a decentralized debate platform integrating FastAPI, Node.js and Web3; fine-tuned a RoBERTa-base model with LoRA and published AI Judge scores and justifications to blockchain, achieving Pearson correlation of 0.68.
Education
Degrees, certifications, and relevant coursework
IKIndian Institute of Technology Kharagpur
Bachelor of Technology (Hons.), Ocean Engineering and Naval Architecture
Grade: CGPA: 8.33/10.0
Activities and societies: Student Member, Kharagpur Data Analytics Group; Senior Executive Member, KodeinKGP: Technology Web 3.0 Society
Pursuing a B.Tech (Hons.) in Ocean Engineering and Naval Architecture with a current CGPA of 8.33/10.0.
Lord Krishna Public School
Central Board of Secondary Education (Class 12), Higher Secondary Education
Grade: 93.4%
Completed Central Board of Secondary Education higher secondary education with strong academic performance.
Stella Maris School
Indian Certificate of Secondary Education (Class 10), Secondary Education
Grade: 99.0%
Completed Indian Certificate of Secondary Education (Class 10) with high academic achievement.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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