03/17/2026 updated

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Associate Software Engineer - GenAI

Pune, India
Only remote
Master of Computer Application
Pune, India
Only remote
Master of Computer Application

Profile attachments

Monish_Ajani_CV.pdf

Application Programming Interfaces (APIs)Artificial IntelligenceAuthenticationsAutomationBatch ProcessingDatabasesData ModelingManagement AccountingSystem MonitorPython (Programming Language)Log AnalysisNeo4jRoutingPerformance TuningNext.jsResponsive Web DesignTransformers (Electrical)SQLiteOperations and Management PlatformRoot Cause AnalysisTailwindReact.jsFlaskLarge Language ModelsCost OptimisationBackendFull Stack DevelopmentFront End Software DevelopmentApi DesignRestful ApiDatabase Administration
GenAI Systems & LLM Pipelines
GenAI-powered observability platform development with automated log analysis and root cause identification using LLM-based reasoning pipelines and vector similarity search

Backend API Design
Python and Flask-based backend development with REST APIs, authentication, modular architectures, and cost control systems

Full-Stack Development
React.js and Next.js frontend development with Tailwind CSS, integrated with backend APIs and responsive design patterns

Task-Based LLM Routing & Cost Optimization
Implementation of lightweight models for high-volume log classification and higher-reasoning models for detailed root cause analysis

Vector Similarity Search & Context Retrieval
ChromaDB integration with sentence transformers for detecting recurring issues and reusing historical RCA context

Database Management
SQLite and Vector Databases implementation with efficient queries and data modeling using Neo4j GraphDB

OpenAI API Integration
LLM prompting, RAG concepts, and sentence transformers implementation for AI-driven categorization and analysis

System Monitoring & Observability
Production-ready modular systems with fallback handling, system monitoring, and performance optimization using batch processing and caching

Experience

Professional experience0 - 5 years
Freelancer since2024

Languages

EnglishFluentHindiNative speaker

Project history

Associate Software Engineer - GenAI

Neutrino Tech Systems
Built a GenAI-driven observability system to automate log triage and root cause analysis for demo and client-facing environments. Developed end-to-end log processing pipeline and implemented task-based LLM usage with AI-based RCA engine.

ReactJS Intern

Celebal Technologies
Developed and maintained responsive, modular React components for enterprise web applications. Integrated frontend components with backend APIs and improved code quality using Agile methodologies.

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