KARISHMA JAYAKUMAR on Tal
Headline
Forward Deploy Engineer@Gnani.ai | Backend Developer | Agentic AI & GenAI | LLM Applications | Conversational AI | Student Mentor
About
I’m a 𝗙𝗼𝗿𝘄𝗮𝗿𝗱 𝗗𝗲𝗽𝗹𝗼𝘆 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 specializing in 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜, 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜, 𝗮𝗻𝗱 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗔𝗜, passionate about building intelligent solutions that solve real-world business problems. At Gnani.ai, I work on developing, integrating, and deploying 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗴𝗿𝗮𝗱𝗲 𝗔𝗜 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀, including LLM-powered chatbots, multilingual voice bots, and speech analytics solutions. My experience spans backend engineering, AI agent development, API integrations, and production deployments, with a focus on building reliable and practical AI systems. My technical expertise includes 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗙𝗮𝘀𝘁𝗔𝗣𝗜, 𝗟𝗮𝗻𝗴𝗖𝗵𝗮𝗶𝗻, 𝗟𝗮𝗻𝗴𝗚𝗿𝗮𝗽𝗵, 𝗔𝘇𝘂𝗿𝗲 𝗢𝗽𝗲𝗻𝗔𝗜, 𝗥𝗘𝗦𝗧 𝗔𝗣𝗜𝘀, 𝗠𝗼𝗻𝗴𝗼𝗗𝗕, 𝗥𝗲𝗱𝗶𝘀, 𝗥𝗮𝗯𝗯𝗶𝘁𝗠𝗤, 𝗗𝗼𝗰𝗸𝗲𝗿, 𝗔𝗪𝗦, 𝗮𝗻𝗱 𝗖𝗜/𝗖𝗗. I enjoy working at the intersection of AI and software engineering, turning complex requirements into functional solutions while continuously exploring new technologies and improving system reliability.I’m passionate about 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀, developing scalable backend systems, and exploring advancements in LLMs and agentic workflows. I value continuous learning, collaborative problem-solving, and the opportunity to turn innovative ideas into meaningful products. 𝗖𝗢𝗥𝗘 𝗔𝗥𝗘𝗔𝗦 Agentic AI | Generative AI | Python Backend Development | LLM Applications | Conversational AI | Voice AI | FastAPI | AI Deployment | System Integration
AI stack
antigravity
claude code
codex
cursor
deepseek
hugging face
Work experience
Forward Deployed Engineer at gnani.ai, May 2026 - Present · 6 mos
Back End Developer at gnani.ai, Aug 2025 - Apr 2026 · 9 mos, Bengaluru, Karnataka, India, Backend Developer at Gnani AI, building scalable AI-driven applications with Python, Rasa, Docker, and APIs. Experienced in backend architecture, authentication/authorization, and multi-container deployments, with a focus on robust and efficient AI-powered software solutions.
Network Engineer at CSIR India, Mar 2024 - Apr 2024 · 2 mos, Chennai, Tamil Nadu, India, • Gained hands-on experience in networking fundamentals, including TCP/IP, subnetting, VLANs, and routing. • Implemented and analyzed OSPF for dynamic routing, focusing on area configuration and route optimization. • Engaged in network design and troubleshooting to ensure secure communication across multiple subnets.
Education
BE. ECE, Engineering, Sri Eshwar College of Engineering
