Professional Journey
Building systems, leading teams, and pushing the boundaries of AI.
Lead AI Engineer
May 2024 - Present
AiHello (Remote)
- Led a remote team of AI/ML engineers to deliver 10–12 production features across Amazon PPC automation and GenAI initiatives.
- Architected autonomous agent-based systems for e-commerce optimization, processing ~230GB of historical campaign data.
- Built bid and sales forecasting pipelines using time-series ML models to support daily pricing and budget decisions.
- Developed LSTM-based forecasting and reinforcement learning workflows for feedback-driven bid and price optimization.
- Fine-tuned LLMs for AiHello’s customer support chatbot, automating ~60–70% of incoming support queries.
- Integrated RAG-based workflows (LangChain + vector search) to improve response accuracy and reduce hallucinations.
- Standardized end-to-end ML pipelines using Docker, CI/CD, and MLOps best practices across teams.
- Participated in ML hiring, interviewing candidates and contributing to research direction and technical decisions.
AI AgentsLLMsPythonSystem Design
AI Researcher & Technical Writer
Dec 2023 - May 2024
Superteams.ai (Freelance)
- Researched and published deep-dive technical articles on Generative AI, RAG architectures, and vector databases.
- Translated complex research papers and whitepapers into practical, implementation-focused developer guides.
- Created content adopted by the AI developer community, reaching thousands of readers.
Technical WritingGenAIResearchRAG
Machine Learning Engineer
Sep 2023 - May 2024
DataNNovite Sol (Contract)
- Built and deployed ML models for real-estate price prediction, owning end-to-end MLOps pipelines.
- Developed production RAG systems for invoice intelligence, reducing manual document lookup by ~50%.
- Contributed to open-source NLP and computer vision research initiatives.
- Trained YOLO-based models for automated document verification workflows.
MLOpsComputer VisionAWSDocker
Computer Vision Intern
Mar 2023 - Apr 2023
Netra AI
- Developed proof-of-concept AI applications using LangChain and OpenAI APIs.
- Built data preprocessing and augmentation pipelines for computer vision datasets to accelerate experimentation.
LangChainOpenAIPython
Data Science Intern
Aug 2022 - Oct 2022
Markytics
- Built financial analytics dashboards using Django and SQL to support data-driven decision-making.
- Optimized backend database queries for large datasets, improving dashboard performance and response times.
DjangoData AnalyticsSQL