Data Analyst & AI Automation Specialist
Transforming complex data into intelligent, automated workflows.
Key Achievements
Business Impact
Saved 50+ hours/month and boosted team productivity by 90% by developing 5+ automated Python & SQL workflows.
AI Development
Engineered a custom RAG AI agent using LangChain and Gemini for intelligent, high-speed document analysis and querying.
Product Initiative
Conceptualized and designed a full-stack P2P escrow platform prototype (SecureSwap) to solve trust issues in online commerce.
About Me
As a data professional with a strong foundation in analytics, I am passionate about bridging the gap between data and intelligent action. My experience in automating workflows with Python and SQL has saved over 50 hours per month and boosted productivity by 90%. Now, I am focused on leveraging this expertise to pivot into AI Engineering, with a focus on building custom AI agents and automating entire business processes using LLMs (like OpenAI and HuggingFace) and frameworks like LangChain. I thrive on creating efficient, data-driven systems that not only provide insights but also act on them.
My Approach
Data-Driven Decisions
I believe in moving beyond intuition. Every solution I build is backed by rigorous analysis, ensuring strategies are effective and outcomes are measurable.
Elegant Automation
My passion is to build systems that are efficient and scalable. I aim to automate the mundane to free up human potential for creative problem-solving.
User-Centric AI
I focus on creating AI solutions that are intuitive and genuinely solve a human need. Technology is most powerful when it's accessible and purposeful.
Professional Experience
Data Analyst
Ventra Health - Hyderabad (Hybrid)
- Automated 5+ critical workflows using Python and SQL, saving 50+ hours monthly and boosting team productivity by 90%.
- Engineered and managed robust ETL pipelines, delivering over 150 recurring reports for 15+ major US healthcare providers.
- Collaborated with cross-functional teams to ensure 100% on-time delivery of data-driven insights under strict SLAs.
Education
Bachelor of Engineering in Robotics & Automation
CGPA: 8.13
Certifications
Projects
SecureSwap: Rebuilding Trust in P2P Commerce
In P2P commerce, fear of scams prevents countless transactions. I designed SecureSwap to solve this by creating a 'digital handshake': a platform holding funds in escrow until both parties are satisfied. The result is a prototype that fosters a safe, reliable environment for P2P exchange.
Skills: Web Development, Market Research, Payment Gateway Integration
Challenges & Learnings
The primary challenge was designing a frictionless yet secure user verification flow. I learned the importance of balancing robust security measures with a simple user experience to build trust from the first interaction.
RAG Chat: Gemini + LangChain + FAISS
Researchers often waste hours searching for specific information in dense documents. I solved this by building a RAG application that uses LangChain and Gemini to provide precise, context-aware answers to user queries, dramatically reducing research time.
Skills: Python, LangChain, RAGs
Challenges & Learnings
Optimizing the chunking strategy for PDF ingestion was a key challenge. This project taught me how different text splitting methods directly impact the relevance and accuracy of the retrieved context, a crucial aspect of effective RAG pipelines.
Natural Language Query to SQL with Gemini Pro
Many business users can't access database insights without knowing SQL. I built a solution using Streamlit that translates plain English questions into executable SQL queries. The app allows users to upload a SQLite database, ask a question, and receive the answer as a clean data table, with automated Plotly visualizations for numeric results.
Tech Stack: Python, Streamlit, Gemini Pro, LangChain, Plotly
Challenges & Learnings
The main challenge was ensuring the AI consistently generated accurate SQL for varied database schemas. This taught me the importance of providing clear, detailed schema information within the prompt and engineering the LLM's context to maximize query accuracy.
Get In Touch
I'm actively seeking roles in AI Engineering and Data Automation. If you have an opportunity or just want to connect, feel free to reach out.