prahlad Kolhe
@prahladkolhe
GenAI Developer at Tata Consultancy Services who built a medical-data chatbot that turns queries into insights in seconds.
IndiaWhat I'm looking for
At Tata Consultancy Services, I built a GenAI-powered chatbot for the MAIO Chat-Bot | Medical Analytics Insights & Outcomes Portal. It lets users query medical data in Snowflake using natural language and reduced insight generation time from hours to seconds.
I also developed GenAI tools for QA and automotive requirements engineering. GenAI Test Case Dynamo generated structured test cases from requirements, while the ASPICE Requirement Analyzer supported requirement decomposition, traceability, and ambiguity detection.
Across automotive projects, I developed Python test automation for ECU systems and integrated scripts into Jenkins CI/CD pipelines. I also created an automated ECU software flashing tool with secure update checks and live status monitoring.
My work includes cybersecurity requirements engineering and testing aligned with ISO 21434 and ASPICE. I use Python, LLMs, RAG, and vector databases to build automation for automotive and QA workflows.
Experience
Work history, roles, and key accomplishments
Built a GenAI-powered chatbot on Django + React enabling natural language querying of medical data stored in Snowflake, replacing manual reporting. Orchestrated a multi-agent pipeline to convert user queries into accurate, contextual insights.
Built an end-to-end AI-powered pipeline to automate test case generation from raw requirements, eliminating manual, error-prone processes. Orchestrated LLM pipeline to auto-generate Qualification and Integration test cases in structured JSON/Excel format.
Developed and maintained Python-based automation test scripts integrated into Jenkins CI/CD pipelines, replacing manual test execution and improving release velocity. Executed regression, functional, and sanity testing cycles under ASPICE methodology.
Engineered a GenAI tool to automate ASPICE-compliant requirement decomposition and traceability for the automotive sector. Automated hierarchical decomposition from Stakeholder Requirements to System/Software-level requirements using advanced LLM prompting.
Engineered an automated ECU software flashing tool in Python, eliminating dependency on Vector vFlash and reducing licensing costs by 100%. Implemented security enhancements including entitlement checks and authentication token validation.
Developed and executed Python automation scripts for cybersecurity feature testing over SSH on ECU hardware. Performed functional, regression, and sanity testing on production software releases.
Led cybersecurity systems team; authored and managed system/software requirements in IBM DOORS aligned with ISO 21434 and ASPICE. Defined cybersecurity features and acceptance criteria based on TARA outputs.
Managed cybersecurity system and software requirements for multiple vehicle variants in IBM DOORS, ensuring ISO 21434 and ASPICE compliance. Conducted traceability mapping, peer reviews, and formal reviews with OEM stakeholders.
Cybersecurity Systems & Software Requirements Engineer
Jan 2021 - Mar 2022 (1 year 2 months)
Defined and refined cybersecurity system/software requirements for multiple configurations of Digital Vision Systems. Applied ISO/SAE 21434 standards for TARA-driven risk mitigation.
Education
Degrees, certifications, and relevant coursework
G H Raisoni University
Bachelor of Technology, Computer Science and Engineering
Grade: 8.89 CGPA
Completed Bachelor of Technology in Computer Science and Engineering with a CGPA of 8.89.
Kailashpat Singhania High School
Class XII, Math and Science
Grade: 74.2%
Completed Class XII in Math and Science with 74.2%.
Kailashpat Singhania High School
Class X, General
Grade: 8.8 CGPA
Completed Class X with a CGPA of 8.8.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
Interested in hiring prahlad?
You can contact prahlad and 90k+ other talented remote workers on Himalayas.
Message prahladGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
