I'm a Technical Lead at HCLTech specializing in Machine Learning, Distributed Systems, and Backend Engineering. I build scalable automation systems and high-performance applications that solve real-world problems.
π B.Tech in Mechanical Engineering from IIT Indore
π Based in Hyderabad, India
πΌ Currently working on ML-powered telecom billing automation and cloud infrastructure
Oct 2023 - Present | Hyderabad, India
Machine Learning β’ Python β’ OracleDB β’ Random Forest β’ CatBoost β’ SHAP
- Engineered ML automation system for telecom billing to predict bill summary discrepancies, reducing customer complaints
- Designed incremental learning pipeline processing 40+ lakh records monthly without full retraining
- Optimized ensemble models with SHAP-based explainability for transparent mismatch detection
- Integrated Python-based ML workflows with OracleDB for automated data extraction and validation
Python β’ Jira API β’ QTest API β’ Google Sheets API β’ Looker Studio
- Automated Adobe Analytics tag validation with Python-based integration layer
- Reduced manual testing effort by 60% using live Looker Studio dashboards
- Developed rule-based validation scripts ensuring tag consistency across web applications
Python β’ LangChain β’ FAISS β’ HuggingFace β’ Streamlit β’ Ollama
Open-source RAG application for chatting with medical documents locally with zero data leakage
- Modular backend using LangChain for document ingestion and conversational memory
- FAISS vector database for similarity search with HuggingFace embeddings
- Local LLMs (Phi3-mini/Llama3) via Ollama as private API alternative
FastAPI β’ PostgreSQL β’ Redis β’ Redpanda β’ Docker β’ Prometheus β’ Grafana
High-performance distributed URL shortening service with impressive metrics:
- 1,094 requests/second with 98.80ms P99 latency
- 100% cache hit rate with 2.7ms P50 latency using multi-layer Redis caching
- 90% database load reduction during sustained testing (11,000+ requests)
- Event-driven analytics pipeline using Redpanda (Kafka) with <2ms overhead
- Observability stack with 10+ Grafana dashboards monitoring 13 containerized services
- π LeetCode: Max Rating 1601 | 650+ problems solved
- π₯ InterviewBit: 300+ problems | Rank 13
- π₯ GeeksforGeeks: 350+ problems | Rank 21
π‘ "Building scalable systems and ML solutions that make a difference"