Headline

AI @ Adobe - Applied Data Science | AI/ML Engineer | NLP (Conversational AI & NL Search) | GenAI | AI Ops | Reliable AI | Agentic AI | RL. Mentor

About

With 8+ years of experience in Machine Learning, NLP, and GenAI (LLMs, RAG), I specialize in developing scalable AI solutions, optimizing prompt engineering, and building intelligent automation systems. My expertise spans Conversational AI, Predictive Modeling, Few-shot Learning, Deep Transfer Learning, LLM Fine-tuning, and Reinforcement Learning R&D. I have led high-impact AI projects, including CRM intelligence, AI-driven summarization, and chatbot solutions for Digital Retail Experiences, enhancing engagement and operational efficiency at scale. Passionate about platform scalability, MLOps, and advancing AI research, I focus on applying GenAI models into production-ready systems with optimized inference and minimal latency. Also I'm working on research front in GenAI - Model evaluation techniques with reinforcement learning.

Location

Greater Bengaluru Area

AI stack

claude code

langchain

openai

DSPy

GroqCloud

OpenAI Agents SDK

Work experience

Senior AI/ML Engineer at Adobe, Jun 2025 - Present · 1 yr 6 mos, Greater Bengaluru Area, Adobe’s GenAI Centre of Excellence (Digital Experience Cloud), designing and developing enterprise-scale AI frameworks - Reliable AI with quality governance and custom platforms across agents, search, conversational systems, and quality governance, including initiatives like Adobe Brand Concierge as Forward Deployed Engineer.

Lead Data Scientist at Birdeye, Apr 2025 - Jun 2025 · 3 mos, Remote, Built and deployed AI Agents that enhanced online reputation management by analyzing social reviews and driving higher visibility through SEO-optimized listings.

Senior Applied Data Scientist at Tekion Corp, Apr 2022 - Apr 2025 · 3 yrs 1 mo, Greater Bengaluru Area, - Designed and scaled AI-powered personalized email/text generation using RAG + OpenAI GPT, boosting adoption by 50% and reducing agent effort. - Fine-tuned Zephyr 7B (QLoRA) for next-best-action recommendations, achieving 30% adoption and an 89% relevance score - deployed using vLLM for increased throughput via paged attention. - Built an LLM-based Lead summarization system with 90% accuracy (LLM-judge evaluated) and 70% adoption, enhancing sales efficiency. - Developed a framework for hallucination detection, response coherence, and optimized prompts with DSPy, with 85% near to human evaluation.

Applied Data Scientist II at Tekion Corp, Apr 2021 - Mar 2022 · 1 yr, Greater Bengaluru Area, - Developed and deployed a DMS Chatbot for 750+ dealerships, driving 3x revenue growth. - Led a team of 7 to improve conversational AI UX, increasing lead generation by 2x. - Built and deployed a customer service propensity model for 250+ dealerships, doubling campaign click revenue.

Applied Data Scientist I at Tekion Corp, Feb 2020 - Mar 2021 · 1 yr 2 mos, Bengaluru South, Karnataka, India, - Developed an ML-based CRM deduplication model, improving data integrity across 100+ dealerships. - Designed a patented NLP-powered Business Insights tool for automated query mapping. - Built service segmentation using RFM clustering, enabling personalized recommendations for 400+ dealerships.

Consultant - Data Science at Sirius Computer Solutions, Apr 2018 - Jan 2020 · 1 yr 10 mos, Greater Chennai Area

Consultant Trainee - Data at Sirius Computer Solutions, Jun 2017 - Mar 2018 · 10 mos, Chennai Area, India

Intern at Sirius Computer Solutions, Jan 2017 - May 2017 · 5 mos, Chennai Area, India

Intern at FR 8, Sep 2016 - Oct 2016 · 2 mos, Chennai, Tamil Nadu, India

Education

Bachelor of Engineering (B.E.), Computer science and Engineering, kumaraguru college of technology

SBOA schools ,Chennai