MLOps Engineer with 1+ years in AI/ML & Cloud
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AI/ML Engineer with 1+ year of production experience shipping 10+ end-to-end AI systems at Altos Technologies - spanning LLM orchestration, RAG pipelines, OCR, biometrics, and computer vision. Reduced HR screening by ~70% using LLAMA-3.3-70B, achieved ~92% extraction accuracy on scanned banking documents, and deployed a biometric e-voting system for 500+ concurrent users. Skilled in MLOps: model deployment, monitoring, CI/CD, and AWS. Targeting roles in Kochi, Trivandrum, Bangalore, or Remote.
Marian College Kuttikanam, Idukki
Master of Computer Applications (MCA)
August 1, 2023 – June 30, 2025
St. Antony's College Peruvanthanam
Bachelor of Computer Applications (BCA)
August 1, 2020 – June 30, 2023
Altos Technologies
Machine Learning Developer
May 1, 2025 – May 1, 2026
Cochin, Kerala, India
Neyndra Global Solutions
AI/ML Intern
December 1, 2024 – February 1, 2025
Thiruvananthapuram, Kerala, India
AI Debugging Assistant
June 1, 2026 – June 1, 2026
RAG pipeline ingesting codebase ZIPs into FAISS with language-aware chunking; context-aware fixes via Qwen2.5-Coder 1.5B. Async FastAPI REST API; reduced debug turnaround by ~40% across 15+ test repos.
View ProjectPicstagram & TextWave
June 1, 2026 – June 1, 2026
Full-stack social platforms with real-time WebSocket messaging, AI chatbot integration, Docker containerisation, and Jenkins CI/CD on AWS EC2 with zero-downtime rolling updates.
View ProjectIBM Cognitive Class: Data Analysis with Python
IBM Cognitive Class
June 1, 2026 – Present
Deep Learning Fundamentals
IBM Cognitive Class
June 1, 2026 – Present
Machine Learning with Python
IBM Cognitive Class
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from AI debugging assistants to social platforms with AI integration, indicates a broad interest in technology and adaptability. The experience in deploying various AI applications across different domains (HR, banking, biometrics) suggests a versatile mindset. The academic background combined with practical experience shows a commitment to continuous learning and application, which generally aligns well with innovative and fast-paced technical cultures.
Soft Skills & Operational Fit
The candidate's resume highlights leadership in guiding junior developers and a focus on delivering production-ready solutions, indicating strong operational fit and potential for mentorship. The project descriptions demonstrate problem-solving skills and an understanding of real-world application challenges. The emphasis on CI/CD and monitoring suggests a proactive approach to maintaining system health and reliability.