Jyotishman Pathak
Deploying ML Models at Scale: Full-Stack Dev + MLOps | Next.js, TensorFlow, Kubernetes
- Role
- Web Lead at Jist Coding Club
- Location
- Jorhat, AS, IN
- LinkedIn followers
- 500 followers
About Jyotishman Pathak
Building full-stack applications that leverage machine learning to solve real-world problems. As an ML engineer with production-grade full-stack skills, I bridge the gap between data science and deployable systems. I don’t just build models — I design the APIs, UIs, and infrastructure that bring them to users. → ML: Python, Pandas, Scikit-learn, Regression, NLP, Computer Vision → Web: React, Next.js, Node.js, Express, REST/GraphQL → Infra: Docker, Kubernetes, AWS/GCP, CI/CD, Monitoring (Prometheus/Grafana) → Data: SQL, MongoDB, Prisma, Kafka • Deployed a diabetes prediction model via React frontend + Next.js API (reduced latency by 40%) • Scaled real-time chat app using WebSockets + JWT auth (handling 10K+ concurrent users) • Optimized retail pricing model accuracy by 22% using ensemble learning + feature engineering Believe ML is useless without clean UIs, efficient APIs, and resilient infrastructure. Open to ML engineer/full-stack roles | j••••••••@gmail.com
Experience
Web Lead
Aug 2025 — Present · Jorhat, IN
I handle web development, guide peers on frontend, backend & DevOps, and conduct workshops like Git & GitHub. This role lets me build projects while also leading and learning with the community.
Education
Jorhat Institute of Science & Technology
Bachelor of Technology - BTech
2023 — 2027
Army Public School (APS)
HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES
2021 — 2022
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