Python for Data Science

SQL & MONGODB

Data Science Methodology

Machine learning with python

Deep Learning & NLP

Bachelor of Commerce - BCom

My job responsibilities include Tally entries, GST filing, vendor management, day to day Billing and
maintaining tax ledgers. It was great experience working under supervision of senior accountant who
helped me to learn new knowledge and skills

Junior Accountant

• Worked with enterprise finance datasets across SAP and AS400 systems
• Analyzed invoice lifecycle data to identify anomalies and trends
• Supported automation initiatives reducing manual processing by 30%
• Collaborated with IT teams on workflow automation and reporting pipelines

Process Delivery Specialist

Senior Financial Analyst

My job role was to handle daily to daily accounting activities and managing invoices and books of
accounts and preparing balance in excel and tally. It was great experience working in this company
and the environment was also very friendly.

Account Executive

Designed and implemented production-oriented AI systems using LLMs, RAG architectures, Agentic AI workflows, and scalable ML pipelines for enterprise-style use cases.

Architected an enterprise RAG knowledge assistant using multi-query retrieval, FAISS vector search, Redis caching, and retrieval optimization to enable low-latency, document-grounded question answering.

Built conversational Text-to-SQL systems using LLMs and LangChain to convert natural language into executable SQL queries with validation, structured output handling, and enterprise workflow integration.

Developed end-to-end ML pipelines including feature engineering, model training, evaluation, deployment-ready workflows, and MLOps tracking for predictive analytics use cases.

Implemented LLM-powered document intelligence pipelines for structured data extraction, semantic retrieval, summarization, and enterprise automation workflows.

Applied prompt engineering, response validation, retrieval tuning, and hallucination 

AI Engineer (Generative AI & LLM Systems)

AI Engineer

Know about Manish Rathi's work experience, education, bootcamps, certifications, and much more. Manish Rathi