Samarth Solanki
Open to work1 years experienceAI/ML Developer
AI/ML Developer with experience building production-grade AI systems and LLM-powered applications.
Standing Rank
Rank Not Available
Developer Badges
No badges earned yet
Skills & Technologies
17 skillsWork Experience
AI Developer
Bridge-It AI
- Architected and productionised a multi-dimensional career recommendation engine for student profiles \u2014 combining sector alignment scoring, preference matching, and cosine-similarity-based skill vectors \u2014 driving a measurable uplift in recommendation accuracy.
- Led iterative product-definition sessions with domain experts and SMEs to co-design the recommendation logic, translating ambiguous career-guidance requirements into a structured, weighted scoring framework (sector 40% \u00b7 preference 40% \u00b7 skill compatibility 20%).
- Optimized LangGraph pipeline by introducing intent-driven context ingestion and adaptive prompting strategies, significantly improving CoPilot's response efficiency and overall system performance.
AI/ML Intern
Bridge-It AI
- Engineered a streamlined database generator pipeline using data engineering and data processing practices, significantly improving data management.
- Implemented LangGraph for graphical execution in chatbots and utilized LangChain for data preprocessing, contributing to advanced analytics in the development of ReAct agents.
- Utilized GCP Cloud Storage to manage and organize raw data for database generation software.
ML Intern
IGNITUS
- Designed a real-time mood detection system using OpenCV and TensorFlow, effectively interpreting facial expressions and gestures through webcam analysis to improve user engagement by 20% while demonstrating problem solving and critical thinking in applied projects.
- Integrated BERT and GPT models, which are based on Transformer architectures, into a chatbot framework, enhancing its understanding of user queries and generating accurate responses, utilizing JavaScript and other programming languages.
Projects
Chat PDF
- Engineered an advanced NLP toolkit utilizing Python, integrating text processing, data mining, and scalable data processing pipelines to improve operational efficiency in deep learning tasks, including transformers and LLMs, while leveraging machine learning algorithms and statistics to optimize computation and information retrieval for customer intelligence applications.
Math MentorLink
- Built a multimodal Math Mentor tutoring agent for JEE-level problems using RAG and multi-agent orchestration with LangGraph, integrating human-in-the-loop review and memory management and powering responses with Google Gemini.
News Scout
- Implemented machine learning algorithms to analyze sentiment in news articles, providing users with sentiment trends and insights.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
GenAI Leader
GenAI Leader, Google
About Details
Professional Bio
AI/ML Developer with experience building production-grade AI systems, LLM-powered applications, recommendation engines, and agentic workflows. Skilled in Python, LangGraph, LangChain, NLP, RAG, and cloud technologies.
B.E in Computer Science and Engineering
LJ University (2021 - 2025)