A timeline, in brief.

AI Engineer — Penta Global Ltd

• Architected autonomous agentic workflows utilizing local LLMs to automate end-to-end telecommunication processes.
• Engineered RAG pipelines by integrating and migrating RedisVL and pgvector databases for efficient semantic search.
• Fine-tuned large language models with PyTorch to improve domain-specific reasoning and accuracy.
• Developed high-performance FastAPI backend services, optimizing architecture to reduce system latency and decrease response time by 20%.
• Built interactive Next.js data visualization dashboards to monitor and display critical company and client data.

Python · PyTorch · FastAPI · RAG · RedisVL · pgvector · Next.js · LLMs

Product Management & Research — Data Elysium Software Inc

• Promoted to a full-time Product Management and Research role to oversee product strategy, feature development, and technical execution.
• Directed a foundational research initiative to create a comprehensive Bangla Speech-to-Text dataset, advancing regional NLP capabilities.
• Led product discovery, feature prioritization, and roadmap planning for AI-driven SaaS products.

Product Strategy · LLMs · OpenAI API · NLP Research

Software Development Intern — Data Elysium Software Inc

• Engineered "Affordable AI," a pay-as-you-go chatbot service integrating various LLMs, scaling the platform's user base from 1,000 to 20,000.
• Implemented backend services and API integrations to support multi-model LLM routing.
• Collaborated with cross-functional teams to deliver features on schedule.

Python · FastAPI · React.js · OpenAI API · LLMs

Software Engineering Intern — Learnstone LLC

• Developed reusable Vue.js components focused on optimal maintainability and developer experience.
• Built backend services using FastAPI, ensuring clean API contracts and fast response times.
• Leveraged TypeScript for robust type safety, enhancing code maintainability and reducing runtime errors.

Vue.js · TypeScript · FastAPI · Python