Devops Engineer with 2+ years in CI/CD, Cloud, and AI/ML project delivery.
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Highly motivated Computer Science and Engineering professional with a Master of Technology from the International Institute of Information Technology, Hyderabad. Possesses 2.4 years of combined experience, including a DevOps Intern role at PTC Softwares, where I managed cronjob-based applications, utilized CI/CD pipelines with Jenkins and SonarCloud, and collaborated in Agile environments using Jira and Bitbucket. Proficient in Python, Java, and AI/ML technologies, with hands-on experience in LLMs, RAG pipelines, and geospatial data processing for innovative projects.
International Institute of Information Technology, Hyderabad
Master of Technology · Computer Science and Engineering
August 1, 2024 – June 30, 2026
Pimpri Chinchwad College of Engineering, Pune
Bachelor of Engineering · Computer Engineering
August 1, 2019 – June 30, 2023
PTC Softwares
DevOps Intern
July 1, 2024 – Present
Pune, Maharashtra, India
Multilingual SLM for Indic Languages
June 24, 2026 – Present
Built Gemma-based 106M-parameter SLM from scratch with end-to-end workflow covering data collection, preprocessing, tokenisation, pretraining, and task-specific fine-tuning on 3B+ multilingual tokens (English, Marathi, Konkani). Used SentencePiece tokenizer (32K vocab size) and engineered preprocessing workflows with cleaning, deduplication, and optimal vocabulary coverage for multilingual support across English, Marathi, and Konkani. Pre-trained on custom multilingual dataset, then fine-tuned for cross-lingual tasks, including sentence formation and English to Konkani translation using instruction-tuning, evaluated via perplexity and accuracy metrics. Efficiently used free-tier compute platforms (Kaggle/Colab) with batch checkpointing & efficient GPU training strategies.
View ProjectReal Time Face Compression using PCA
June 24, 2026 – Present
Implemented PCA-based compression and reconstruction of facial images for real-time video calls using eigenfaces. Conducted experiments with cross-gender training, limited data (500 images), and domain-specific face sets to evaluate reconstruction quality under occlusions and pose changes.
View ProjectRAG-Tutor
June 24, 2026 – Present
Built production-ready RAG-based AI tutor for K-12 Geometry, indexing 2,500+ chunks from 19 chapter files using hierarchical chunking and achieving high retrieval accuracy with hybrid search (vector + BM25). Deployed architecture with Elasticsearch vector database, BGE reranking, and LLM integration for quiz generation and adaptive explanations with Fast API endpoints. Implemented grade-aware retrieval with metadata filtering, supporting content generation (PDF/DOCX/PPT).
View ProjectProposed Approach for Dynamic Automatic Traffic Management System
IEEE Xplore
April 1, 2023 – Present
Cultural Fit Analysis
The candidate's academic projects are heavily focused on AI/ML, which, while demonstrating strong technical capabilities, shows a potential misalignment with a pure DevOps role. The internship at PTC Softwares provides relevant DevOps experience, but the overall project diversity leans towards research and development rather than infrastructure and operations. The candidate's involvement in Agile ceremonies and awards for team coordination suggest a positive cultural fit in terms of collaboration and delivery.
Soft Skills & Operational Fit
The candidate's experience at PTC Softwares highlights collaboration in an Agile setup, sprint planning, and issue tracking, indicating good operational fit. The 'Customer First and Boldness & Agility Awards' suggest a proactive and team-oriented mindset. However, the resume primarily focuses on technical achievements, with less explicit detail on communication or leadership in team settings.