Bhavika Sankhla

ML Engineer transitioning from enterprise banking systems with 2+ years of backend engineering experience at TCS-SBI. Experienced in building end-to-end ML systems including fraud detection pipelines, RAG applications, FastAPI inference services, Dockerized deployments, and transformer-based NLP solutions. Currently pursuing M.Tech in AI & ML (CGPA 9.91) with IEEE-published research in AI-driven cyber threat intelligence.

System Engineer - Tata Consultancy Services - Mumbai

(2025-01 - 2025-08)

Client - State Bank of India (SBI)

• Implemented TLS 1.3 based encrypted communication using AES and RSA for secure financial transactions.
• Debugged and maintained 20+ production modules in Linux environment supporting high-volume banking operations.
• Automated system tasks using Unix/Linux shell scripts, reducing manual effort by 40% and improving efficiency.
• Utilized AWS S3 within internal tooling environments to understand scalable cloud data workflow patterns, supporting foundational understanding of AI/ML data pipelines.

Assistant System Engineer - Tata Consultancy Services - Mumbai

(2023-06 - 2024-12)

• Extracted and validated structured data using Oracle SQL for backend banking workflows and operations.
• Assisted in secure gateway and messaging modules within CBS architecture supporting real time transaction processing.
• Automated recurring operational workflows, improving process efficiency by ~30%.

M.Tech - AI & ML - Manipal University (2025 - 2027)

B.Tech - CSE - Government Women Engineering College (2018 - 2022)