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Devops Engineer with less than a year in cloud infrastructure & AI development
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Highly motivated and results-driven professional with a Master's degree in Mathematics and strong foundational skills in programming, data science, and machine learning. Possesses practical experience in building and deploying full-stack applications, developing AI/ML models, and contributing to open-source projects. Eager to leverage expertise in DevOps, AI, and data engineering to drive innovation and solve complex technical challenges.
Shahjalal University of Science and Technology
Master of Science · Mathematics
August 1, 2024 – June 30, 2025
Shahjalal University of Science and Technology
Bachelor of Science · Mathematics
August 1, 2019 – June 30, 2024
Elite Research Lab
Research Intern
June 1, 2026 – Present
India
Stacktern
Founder
March 1, 2026 – Present
India
Infinity DevOps
Junior DevOps Engineer
January 1, 2026 – Present
India
LangChain AI App Builder
June 18, 2026 – Present
Multi-agent system (Planner, Architect, Coder) using LangChain that autonomously analyzes requirements and generates production-ready code.
View ProjectData Engineering Pipeline
June 18, 2026 – Present
19-table Delta Lake pipeline on Databricks with PySpark; 4-task workflow enforcing dimension-before-fact execution order on FMCG dataset.
View ProjectUber Fare Price Prediction
June 18, 2026 – Present
Gradient Boosting Regression (R2 = 0.9); identified distance and peak hours as primary fare drivers using Scikit-learn, Statsmodels, Geopy.
View ProjectMiniGPT
June 18, 2026 – Present
Transformer-based GPT (25M params) in PyTorch on Kaggle T4 GPU; val loss 1.51 (EN) / 1.66 (BN). Full-stack deployment via FastAPI + Next.js on Hugging Face Spaces.
View ProjectSupervised ML: Regression & Classification
Coursera
June 1, 2026 – Present
Nuts and Bolts of ML
Google - Coursera
June 1, 2026 – Present
SQL (Advanced)
HackerRank
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, ranging from AI/ML to data engineering and full-stack development, indicates a broad interest and adaptability. The 'Founder' role at Stacktern, where they are 'building and shipping products in public,' suggests a proactive and transparent approach, which can be a strong cultural fit for innovative teams. However, the experience level is marked as 0, and the current roles are relatively recent, which might indicate a need for more structured team experience in a senior capacity. The target role of 'DevOps Engineer' aligns with some of the tools and deployment aspects mentioned (FastAPI + Next.js deployment, Docker), but the primary focus of projects leans heavily towards AI/ML and data science, which might require a shift in focus for a pure DevOps role.
Soft Skills & Operational Fit
The candidate's role as 'Founder' of Stacktern suggests initiative, entrepreneurial spirit, and the ability to drive projects independently. The descriptions of projects like 'LearnAI' and 'Personal Assistant LLM' indicate a product-oriented mindset and a focus on shipping functional solutions. The 'Research Intern' role implies an aptitude for learning and contributing to complex technical domains. However, the descriptions lack explicit details on collaboration, problem-solving methodologies, or handling operational incidents, which are crucial for a senior DevOps role.